Keith A. Pray - Professional and Academic Site
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Intro ] Makefile ] test-15-instances-per-leaf ]
test-20-instances-per-leaf ] test-25-instances-per-leaf ] test-30-instances-per-leaf ]
[ test-no-pruning ] test-no-subtree-raising ] test-reduced-error-pruning ]
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J48 unpruned tree
------------------

capital-gain <= 6849
|   marital-status = Married-civ-spouse
|   |   capital-loss <= 1762
|   |   |   education-num <= 12
|   |   |   |   education-num <= 8
|   |   |   |   |   capital-gain <= 3942
|   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   age <= 36
|   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   age <= 30: <=50K (2.09)
|   |   |   |   |   |   |   |   |   age > 30: >50K (2.05/0.05)
|   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 11th
|   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (34.84/2.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (4.22)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.06/0.06)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (22.35)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (16.35)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (13.35/1.0)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (28.71/3.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (2.35/1.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (28.53)
|   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (9.09)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: >50K (1.05/0.05)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (2.05)
|   |   |   |   |   |   |   |   |   education = 12th: >50K (1.83/0.83)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (1.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (3.1)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.05)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (10.36/1.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (3.91)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (31.07)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (54.19/1.78)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (8.28/1.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (23.82)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (39.35/2.0)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (3.11)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (1.04)
|   |   |   |   |   |   |   age > 36
|   |   |   |   |   |   |   |   age <= 66
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (3.2/0.02)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (140.03/17.58)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (38.98/4.16)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: <=50K (4.64/1.79)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47: >50K (2.07/0.06)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (2.12/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (8.48/0.04)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (3.18/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.28/1.0)
|   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (2.28/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (1.28/0.28)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (1.05)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (5.28/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.28)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.28)
|   |   |   |   |   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th
|   |   |   |   |   |   |   |   |   |   |   race = White: <=50K (22.67/1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.11)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (15.67)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (12.1/0.11)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (7.23/1.11)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (2.11)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (14.9/0.11)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (4.0/0.11)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (2.0)
|   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (11.39/2.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (3.34)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (3.27/1.02)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 194791: <=50K (4.41/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 194791: >50K (2.13/0.13)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.09/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (2.0/0.94)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (1.83)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (10.45/0.06)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (2.0/0.83)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.11)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (3.18/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (2.16/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th
|   |   |   |   |   |   |   |   |   |   |   |   age <= 52: <=50K (3.16)
|   |   |   |   |   |   |   |   |   |   |   |   age > 52: >50K (2.25/0.23)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (1.1/0.03)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (1.03/0.03)
|   |   |   |   |   |   |   |   |   |   |   education = 10th
|   |   |   |   |   |   |   |   |   |   |   |   age <= 48
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 41: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 41: <=50K (2.05/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 48: <=50K (3.16/0.03)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.1/0.03)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (2.09)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.07)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (2.18/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (1.05/0.04)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (2.1/0.01)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.02)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (4.85/0.02)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.13/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.07/0.06)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   education-num <= 5: <=50K (4.04/0.02)
|   |   |   |   |   |   |   |   |   |   education-num > 5: >50K (3.18/1.16)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (7.44)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 140673: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 140673: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (10.37/1.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (6.99/0.06)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (3.25/1.19)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (1.06)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (12.5/1.06)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (3.03/0.06)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.12)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   age <= 48
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 38: >50K (3.12/0.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 38
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 6
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (4.25/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 43: <=50K (6.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 43: >50K (3.12/0.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.78)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 6: <=50K (7.25)
|   |   |   |   |   |   |   |   |   |   |   |   age > 48
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 43: <=50K (39.42/0.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 43
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 6: <=50K (7.86/0.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 6: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.78)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.12)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (2.12)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (5.9)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.12)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (3.12)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (1.12)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.12)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (2.13/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.07/0.06)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.07/0.06)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (28.76/2.15)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (3.16)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 54: >50K (2.09/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 54: <=50K (2.23)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (9.46/1.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (22.21/2.08)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (1.31/0.08)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (2.08)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (9.61/0.08)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (3.31/0.08)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (1.15)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (30.24/3.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: <=50K (15.06)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 133569: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 133569: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 57
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (20.78/0.12)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 149102: >50K (2.18/0.15)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 149102: <=50K (2.2)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.28/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.19/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 57: >50K (3.18/0.18)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (6.71/1.18)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (2.95)
|   |   |   |   |   |   |   |   |   |   education = 10th
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   race = White: <=50K (25.06/8.15)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 346406
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 242207: <=50K (2.15/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 242207: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 346406: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (2.08/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.04/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.04/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.04/0.04)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (8.71/1.18)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.35)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (1.07/0.01)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (7.22/0.04)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   age > 66: <=50K (116.0/2.0)
|   |   |   |   |   |   native-country = Cambodia: <=50K (3.07/1.01)
|   |   |   |   |   |   native-country = England: <=50K (1.02/0.0)
|   |   |   |   |   |   native-country = Puerto-Rico: <=50K (11.26/0.03)
|   |   |   |   |   |   native-country = Canada: <=50K (5.12/1.01)
|   |   |   |   |   |   native-country = Germany: <=50K (2.05/0.01)
|   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.02/0.0)
|   |   |   |   |   |   native-country = India: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Japan: >50K (1.02/0.02)
|   |   |   |   |   |   native-country = Greece: <=50K (1.02/0.0)
|   |   |   |   |   |   native-country = South: <=50K (1.02/0.0)
|   |   |   |   |   |   native-country = China: <=50K (7.17/0.02)
|   |   |   |   |   |   native-country = Cuba
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (1.16/0.02)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (3.34/1.0)
|   |   |   |   |   |   |   occupation = Sales: <=50K (0.04/0.01)
|   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.02)
|   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.11/0.11)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.05/0.01)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.09)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (4.37)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (1.1)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   native-country = Philippines: <=50K (8.19/0.02)
|   |   |   |   |   |   native-country = Italy
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (5.43/0.02)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (3.3)
|   |   |   |   |   |   |   occupation = Sales: >50K (1.12/0.11)
|   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.02)
|   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.02)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.14)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (3.26/0.01)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.07)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.01)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   native-country = Poland: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Jamaica: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Vietnam
|   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   education = 11th: <=50K (2.01)
|   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   education = 9th: <=50K (0.01)
|   |   |   |   |   |   |   education = 7th-8th: <=50K (1.05/0.01)
|   |   |   |   |   |   |   education = 12th: <=50K (1.04/0.01)
|   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   education = 1st-4th: <=50K (2.02)
|   |   |   |   |   |   |   education = 10th: <=50K (1.02)
|   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   education = 5th-6th: >50K (1.04/0.03)
|   |   |   |   |   |   |   education = Preschool: <=50K (0.01)
|   |   |   |   |   |   native-country = Mexico
|   |   |   |   |   |   |   workclass = Private: <=50K (182.36/4.38)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (1.2)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.06)
|   |   |   |   |   |   |   |   occupation = Sales: <=50K (2.26)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.13)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (1.06)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.13)
|   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (1.06/0.06)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.93/1.13)
|   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (6.38)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (1.06)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   native-country = Portugal: <=50K (13.31/0.03)
|   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   |   native-country = Dominican-Republic: <=50K (12.28/0.03)
|   |   |   |   |   |   native-country = Laos: <=50K (3.07/1.01)
|   |   |   |   |   |   native-country = Ecuador: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   |   |   native-country = Haiti: <=50K (3.07/1.01)
|   |   |   |   |   |   native-country = Columbia: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   |   native-country = Guatemala: <=50K (8.19/0.02)
|   |   |   |   |   |   native-country = Nicaragua: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   native-country = Yugoslavia: <=50K (2.05/1.01)
|   |   |   |   |   |   native-country = El-Salvador: <=50K (13.31/0.03)
|   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (3.07/1.01)
|   |   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   |   native-country = Hong: <=50K (3.07/0.01)
|   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   capital-gain > 3942
|   |   |   |   |   |   capital-gain <= 5060
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.0)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (1.0)
|   |   |   |   |   |   |   occupation = Sales: <=50K (4.0/1.0)
|   |   |   |   |   |   |   occupation = Exec-managerial: >50K (1.0)
|   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (3.0)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.0)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.0)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: >50K (1.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   capital-gain > 5060: >50K (11.0)
|   |   |   |   education-num > 8
|   |   |   |   |   capital-gain <= 5060
|   |   |   |   |   |   hours-per-week <= 34
|   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   age <= 27: <=50K (36.0)
|   |   |   |   |   |   |   |   age > 27
|   |   |   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 10: <=50K (2.81/1.14)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 10: >50K (3.2/1.13)
|   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (11.2/1.42)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 49
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 180859: >50K (4.13/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 180859: <=50K (2.51/0.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 49: <=50K (3.77)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (4.4/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.3/1.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.15/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (2.42/1.21)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (2.81/1.21)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (20.44/0.69)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 58: >50K (3.67/1.54)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 58: <=50K (2.34/0.07)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 17: >50K (2.24/0.18)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 17: <=50K (2.43/1.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (4.79/0.67)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.12/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.24/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (4.81/2.16)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.4/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.4/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 11: <=50K (13.83/2.51)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 11: >50K (4.2/0.1)
|   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.4/1.08)
|   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.4/1.08)
|   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1848
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 18: >50K (3.84/1.63)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 18: <=50K (3.47/0.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1848: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (18.31/4.42)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.42/0.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (3.82/1.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (2.21/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (3.45/1.37)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (3.53/1.45)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.08/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.16/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (2.4/0.32)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (2.4/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.61/1.12)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.2/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (2.4/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.4/0.08)
|   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (4.81/0.16)
|   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (1.2/0.04)
|   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Black: <=50K (12.0)
|   |   |   |   |   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = England: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   native-country = Puerto-Rico: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Canada: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   native-country = Germany: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = South: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = China: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   native-country = Cuba: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Honduras: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Philippines: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Poland: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Mexico: <=50K (3.06/1.0)
|   |   |   |   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Ecuador: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Taiwan: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Haiti: <=50K (2.04)
|   |   |   |   |   |   |   |   |   native-country = Columbia: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (1.02)
|   |   |   |   |   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 22
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 19: >50K (2.85/0.69)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 19: <=50K (2.42/1.11)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 22: <=50K (2.37/0.05)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (12.74/2.53)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (12.74/0.53)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (30.58/5.27)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (3.82/0.16)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (6.37/1.27)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (3.82/1.66)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.27/0.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   age <= 36: >50K (2.16/0.16)
|   |   |   |   |   |   |   |   |   |   |   |   age > 36: <=50K (9.31/0.48)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (3.82/0.16)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.27/0.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.27/0.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.27/0.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (11.47/0.48)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.55/0.11)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (5.1/0.21)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (10.19/0.42)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (11.47/2.48)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (5.1/1.21)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (4.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (3.0)
|   |   |   |   |   |   |   |   |   race = Other: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   race = Black: <=50K (12.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (310.0/17.0)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   race = White: <=50K (22.0/2.0)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (2.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: >50K (1.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (27.0/5.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   hours-per-week > 34
|   |   |   |   |   |   |   age <= 35
|   |   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   |   age <= 24
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   age <= 21: <=50K (50.92)
|   |   |   |   |   |   |   |   |   |   |   age > 21
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (8.18/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (49.1/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (12.28/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (17.39/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (8.18)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (4.09/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (16.37/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (21.48/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (14.32/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (4.09/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (7.09/3.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: <=50K (4.28)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (1.97)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (4.09/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   race = Black: <=50K (20.92)
|   |   |   |   |   |   |   |   |   age > 24
|   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (7.44/1.15)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (5.32/1.11)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (6.3/1.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (7.3/3.2)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.1/0.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.2/0.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 27: >50K (2.08/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 27: <=50K (2.17)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 28: <=50K (2.08/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 28: >50K (3.17/1.17)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (1.17/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 33
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (3.4/1.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (5.4/0.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (3.13/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 33: >50K (4.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1848
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (3.3/1.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (2.15/0.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1848: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (3.19/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (9.57/2.19)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 41
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 102180: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 102180: >50K (5.55/1.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 41: <=50K (2.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 164441: >50K (5.27/0.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 164441
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 36: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 36
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 46
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 185695: >50K (4.2/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 185695: <=50K (8.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 46: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (3.27/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (4.55/1.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 653: <=50K (2.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.06/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (1.06/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.92)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (3.82/0.82)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.92)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 25: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 25: <=50K (19.65/1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (1.07/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (3.2/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (1.07/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (2.14/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (2.14/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.2/1.07)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (2.14/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (2.14/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (2.14/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 208978: <=50K (6.45/0.18)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 208978: >50K (2.09/0.09)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (4.27/1.09)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (1.07/0.02)
|   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (22.92)
|   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   education-num <= 9
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (17.11/5.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (244.55/36.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (39.26/6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: <=50K (4.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 32: >50K (2.96/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (15.1/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 32: <=50K (6.04/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (45.3/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 30: <=50K (38.07/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 30
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 34
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 155408
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 123920
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 106765: >50K (3.07/0.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 106765: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 123920: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 155408: <=50K (16.2/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 34: <=50K (5.14)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: <=50K (3.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 29: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 29: <=50K (6.01/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 63: <=50K (3.96/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 63: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 336440: <=50K (37.2/9.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 336440: >50K (3.04/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (15.1/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (14.09/6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (17.04/6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 122756: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 122756: <=50K (2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (67.45/6.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1173
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: <=50K (118.64/14.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 49
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 179985: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 179985: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 32: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1173: <=50K (7.13)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 44: <=50K (21.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 44
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 32
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 164243: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 164243: <=50K (2.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (3.02/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (7.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (40.27/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving
|   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 43
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 137314
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 27: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 27: <=50K (16.36/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 137314: <=50K (31.23)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 43: <=50K (59.12/17.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (10.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (5.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.92/0.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (12.14)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (7.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 205767: <=50K (8.09/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 205767: >50K (10.02/2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (12.07/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.04)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education-num > 9
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 162506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 33: <=50K (10.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 33
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 97318: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 97318: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 162506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 10
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 34: >50K (7.04/2.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 34: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 10: >50K (6.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 11: >50K (4.03/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 11: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 154035
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1639
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (38.28/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (6.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (12.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1639: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 154035
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1173
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (62.19/23.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (7.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: <=50K (6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1173: <=50K (5.19/1.19)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: <=50K (7.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55: <=50K (3.03/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.93/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: <=50K (3.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White: <=50K (22.12/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (3.92/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (2.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (57.17/17.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 197923
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 128848: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 128848: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 197923: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 29: <=50K (6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 29
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: >50K (5.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 32: <=50K (4.11/0.11)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White: <=50K (7.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: <=50K (2.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: >50K (5.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1173
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 30
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (28.19/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 30
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (41.13/16.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: >50K (13.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1173: <=50K (5.13/0.13)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 33: <=50K (17.18/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 33
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 34: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 34
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 175339: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 175339: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 41
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 29: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 29: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 41: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (5.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506: >50K (3.07)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 27: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 27: <=50K (23.98/3.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 30: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 30: >50K (2.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (56.29/10.07)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1173
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (25.17/8.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (3.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 141186: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 141186
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 188476: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 188476: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1173: <=50K (3.07/0.07)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 30: <=50K (5.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 30: >50K (3.01/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (3.01/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (17.09/2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 340917
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: <=50K (26.15/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55: >50K (6.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 340917: >50K (3.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.92)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.02/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (5.95/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (4.02/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3273
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (16.1/6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (2.03/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3273: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (9.05/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (13.0/2.0)
|   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Cambodia: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   native-country = England: <=50K (3.03/1.01)
|   |   |   |   |   |   |   |   native-country = Puerto-Rico: <=50K (10.11/1.02)
|   |   |   |   |   |   |   |   native-country = Canada
|   |   |   |   |   |   |   |   |   age <= 28: <=50K (2.02/0.0)
|   |   |   |   |   |   |   |   |   age > 28: >50K (4.04/0.03)
|   |   |   |   |   |   |   |   native-country = Germany
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (1.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 112139: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 112139: <=50K (3.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (4.04/1.01)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 311269: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 311269: >50K (2.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.01)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.01)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.01)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.01)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (2.02/0.0)
|   |   |   |   |   |   |   |   native-country = India: <=50K (4.05/1.01)
|   |   |   |   |   |   |   |   native-country = Japan: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   native-country = Greece: <=50K (2.02/0.0)
|   |   |   |   |   |   |   |   native-country = South: <=50K (5.06/0.01)
|   |   |   |   |   |   |   |   native-country = China: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   native-country = Cuba
|   |   |   |   |   |   |   |   |   age <= 30: <=50K (2.03/0.0)
|   |   |   |   |   |   |   |   |   age > 30: >50K (4.03/0.02)
|   |   |   |   |   |   |   |   native-country = Iran: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Philippines
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.58/1.29)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.29/0.15)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (1.28/0.14)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.29/0.15)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.57/0.28)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Italy: <=50K (4.05/0.01)
|   |   |   |   |   |   |   |   native-country = Poland: <=50K (6.07/1.01)
|   |   |   |   |   |   |   |   native-country = Jamaica
|   |   |   |   |   |   |   |   |   education-num <= 10
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   |   education-num > 10: <=50K (2.01)
|   |   |   |   |   |   |   |   native-country = Vietnam: <=50K (3.03/1.01)
|   |   |   |   |   |   |   |   native-country = Mexico
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.04)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: <=50K (5.26/0.02)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 49: >50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (9.24/1.02)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (3.18/0.02)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.06/0.06)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (7.21/1.02)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (6.17)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (3.14/0.02)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.04)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (2.08/1.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.02)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.02)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Portugal: <=50K (2.02/0.0)
|   |   |   |   |   |   |   |   native-country = Ireland: <=50K (4.05/1.01)
|   |   |   |   |   |   |   |   native-country = France: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   native-country = Dominican-Republic: <=50K (4.05/0.01)
|   |   |   |   |   |   |   |   native-country = Laos: <=50K (5.06/0.01)
|   |   |   |   |   |   |   |   native-country = Ecuador: <=50K (4.05/1.01)
|   |   |   |   |   |   |   |   native-country = Taiwan: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   native-country = Haiti: <=50K (3.03/0.01)
|   |   |   |   |   |   |   |   native-country = Columbia: <=50K (5.06/0.01)
|   |   |   |   |   |   |   |   native-country = Hungary: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   native-country = Guatemala: <=50K (3.03/0.01)
|   |   |   |   |   |   |   |   native-country = Nicaragua: <=50K (4.05/1.01)
|   |   |   |   |   |   |   |   native-country = Scotland: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   native-country = Thailand: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   native-country = Yugoslavia: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   native-country = El-Salvador: <=50K (7.08/0.02)
|   |   |   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   native-country = Peru: <=50K (4.05/1.01)
|   |   |   |   |   |   |   |   native-country = Hong: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   |   |   age > 35
|   |   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   |   capital-loss <= 1504
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 41: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 41: >50K (3.08/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (35.54/12.36)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.15/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (26.19/10.57)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (15.03/6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3137
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (4.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 39: <=50K (2.03/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 39: >50K (13.1/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3137: <=50K (2.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (2.05/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 318106: <=50K (3.15/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 318106: >50K (2.05/0.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (4.04/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (1.17/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.03/0.02)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (6.07/2.04)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (3.26/1.19)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (4.04/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.14/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 10: <=50K (4.18/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 10: >50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (6.44/1.97)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 40: <=50K (126.94/33.19)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 40
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 41: <=50K (249.58/90.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 41: >50K (98.56/46.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 9
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 48
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (91.39/28.31)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 41: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 41
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 152968: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 152968: >50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (33.13/10.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 42: >50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 42
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 4101: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 4101: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 191858
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (18.19/8.19)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 37: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 37: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (8.0/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 653: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 191858: >50K (18.13/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 48
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 59
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3942
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: >50K (69.01/18.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3942: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 59: <=50K (12.06/1.75)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1173
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 36: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 36: <=50K (29.49/4.18)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 56: <=50K (47.86/10.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 56
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 61: >50K (9.36/2.23)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 61: <=50K (2.93/0.31)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 72143: >50K (2.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 72143: <=50K (4.1/0.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1173: <=50K (8.13/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (4.12/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 56: >50K (4.05/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 56: <=50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 119033: <=50K (7.17/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 119033
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: <=50K (8.49/4.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 49: >50K (4.07/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (2.05/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (11.09/2.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (11.59/3.41)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (2.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (3.04/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 212495: <=50K (7.13/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 212495: >50K (4.08/1.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (27.84/9.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (3.06/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 89508: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 89508: <=50K (3.03/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (11.39/2.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (2.03/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.24)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (3.24)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 9
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 45
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 111700: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 111700: >50K (2.89/0.95)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 45: >50K (5.19)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (5.49)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 2009
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 373952: <=50K (19.73/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 373952
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 432565: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 432565: <=50K (2.2/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 2009: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.04/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.08/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.08/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 9
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 45
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (9.24/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 45: >50K (7.49)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 45: <=50K (4.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 45: >50K (2.09/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (14.2/1.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.09/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (6.12/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.04/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (17.46/5.15)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 215468: <=50K (3.08/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 215468: >50K (2.05/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (2.05/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (6.16/2.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.05/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (49.16/8.68)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (7.34/0.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (3.15/1.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (11.53/2.16)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (5.24/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (1.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (3.04/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (9.25/0.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (4.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (2.04)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.95)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (19.25/3.04)
|   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.04)
|   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (7.25/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (7.17/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 43: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 43: <=50K (5.25/2.17)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: <=50K (2.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1409: >50K (122.68/54.16)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1409
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3103: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3103: <=50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (154.1/60.15)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 53
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506: <=50K (10.08/2.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 53: >50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (19.5/9.42)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (2.17/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (2.17)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (4.17/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 48: >50K (4.25/1.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 48: <=50K (2.17)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (20.52/1.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 56
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 53: >50K (5.02/2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 53: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 56: >50K (3.02)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 70: <=50K (51.11/10.6)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 70: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: >50K (2.97/0.95)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (2.19/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (2.24/0.11)
|   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (32.37/12.22)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (25.48/11.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: >50K (4.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (4.1/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.03/0.02)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.03/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.06/1.02)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 10
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 63
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: >50K (6.24/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 63: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (15.48/7.24)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (244.69/101.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 10
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1639
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (9.08/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (13.08/6.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1639: <=50K (2.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 52: >50K (29.24)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 55: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 55: >50K (3.16)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (4.24/0.13)
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (32.45/14.15)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (42.86/12.56)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 149823: >50K (2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 149823: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (5.13/1.11)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (3.23/1.14)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 201734
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (7.19/2.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: >50K (18.04/5.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 201734: >50K (12.21/0.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (42.98/20.37)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (5.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 50: >50K (4.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 50: <=50K (3.09/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (10.1/1.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 40: <=50K (2.29/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 40: >50K (2.09/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.03/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.1/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (14.21/7.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (16.83/6.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (3.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 45: <=50K (3.01/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 45: >50K (3.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.04/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (6.09/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (6.37/3.11)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (3.03/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: >50K (5.09/1.14)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: <=50K (5.98/0.14)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (6.29)
|   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 209867: >50K (9.38/0.14)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 209867
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 43: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 43: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (2.72)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 110954: <=50K (6.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 110954: >50K (54.47/23.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (30.8/12.83)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 187127: <=50K (9.03/4.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 187127: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (19.21/7.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 9: >50K (2.02/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male: <=50K (11.43/2.15)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (3.98/1.96)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.14/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (14.44/2.29)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.02/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.09/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (2.0/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (3.04/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (4.08/2.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (5.33/2.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (3.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.09/0.04)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (4.09/1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (3.09/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (4.26/1.22)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (16.59/1.22)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (66.2/21.71)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (2.02/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 48: <=50K (4.05/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 48: >50K (2.12/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (3.11/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.04/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (2.07/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (6.21/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.07/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.06/0.03)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.06)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.95)
|   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (19.12/1.06)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 40
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 10
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (11.55/4.32)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 2829: <=50K (178.03/37.65)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 2829
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 4101
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3103: >50K (3.08/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3103: <=50K (4.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 4101: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 10: <=50K (17.24/7.16)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 40
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (20.63/6.24)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (68.73/32.71)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (3.39/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (3.1/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.16)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3674
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 178147
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.16/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (8.95)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 178147
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 46: <=50K (5.24/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 46: >50K (6.16/1.16)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3674: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (3.11/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 9: >50K (4.06/0.03)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.06/0.02)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (4.13/1.04)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (6.19/2.07)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (4.13/0.08)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 156526: <=50K (13.1/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 156526: >50K (20.1/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 50: >50K (33.21/10.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 50: <=50K (12.1/2.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: <=50K (4.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (3.15/1.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 43
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1173
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (29.77/7.31)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (6.2/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White: <=50K (39.04/15.82)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (3.26/1.26)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 49: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 49: >50K (2.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 140206
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 108023: <=50K (2.05/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 108023: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 140206: <=50K (6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1173: <=50K (7.26/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 43
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 163847: <=50K (9.21/1.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 163847: >50K (7.21/1.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (4.57/0.36)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 9
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 38: <=50K (3.05/1.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 38: >50K (9.57/0.26)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (3.1/0.06)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (2.12/1.04)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (4.24/0.11)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (9.19/2.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: >50K (17.28/5.17)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 49: <=50K (2.11/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = White: >50K (32.54/13.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: <=50K (5.09/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 51: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 51: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (1.11/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (4.02/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (8.04/3.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 45: >50K (2.08/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 45: <=50K (4.59/0.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (3.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (3.04/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (10.44/2.14)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.03/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (3.04/1.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 46: <=50K (4.15/0.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 46
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 72744: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 72744
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 53: <=50K (2.04/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 53: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (35.72/1.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (9.19/2.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.04/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.04/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 49: <=50K (18.26/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 49
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 51: <=50K (8.75/1.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 51: >50K (4.11/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (88.17/17.98)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (7.26/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (4.15/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.07/1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: <=50K (2.05/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 170483: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 170483: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (3.07/1.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (12.27/3.23)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.02/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (2.1/0.05)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (3.1)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.41/0.1)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 48
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 10
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.2/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: <=50K (87.09/18.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 49
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 75134: <=50K (9.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 75134
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 58: <=50K (13.0/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 58: >50K (5.07/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (38.0/19.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 10: <=50K (8.14/0.14)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 48
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: >50K (11.08/2.61)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 49: <=50K (6.22/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (80.08/37.69)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (3.34/1.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (9.24/2.09)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (25.95/9.29)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (3.01/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (1.07/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (5.19/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 9: >50K (5.08/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (5.12/1.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   education-num > 9: >50K (2.06/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (5.17/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (21.67/3.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (1.05/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: >50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.04/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (2.16/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (4.13/0.09)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 46: <=50K (4.05)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 46: >50K (2.05/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.02)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.04)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.02)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   education-num <= 9
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 470203: <=50K (10.24/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 470203: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (3.06/0.06)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (6.12/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education-num > 9: <=50K (7.27/0.18)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (3.1/0.03)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (7.18/1.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (15.7/5.22)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.05/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (4.96/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (2.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.06/1.02)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (4.07/2.03)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (35.44/10.27)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (26.72/12.53)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (6.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (8.13/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.04/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.04)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.15/0.04)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (9.18/4.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 40: <=50K (10.54/0.15)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 40: >50K (3.17/1.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 44: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 44: <=50K (2.05/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (3.06/1.05)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   capital-loss > 1504: <=50K (51.0)
|   |   |   |   |   |   |   |   native-country = Cambodia: >50K (5.07/2.05)
|   |   |   |   |   |   |   |   native-country = England
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.04/0.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Puerto-Rico
|   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (4.07/0.01)
|   |   |   |   |   |   |   |   |   education-num > 9
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (2.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Canada
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (1.15/0.07)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.38/0.02)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (3.37/1.36)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: >50K (3.44/0.22)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.16/0.08)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (2.29/0.15)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (2.29/0.15)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Germany
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.18/1.02)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: >50K (2.13/0.13)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: >50K (1.07/0.07)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (1.07/0.07)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (2.14/0.13)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (1.08/0.08)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (1.08/0.07)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (2.13/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.2/1.01)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.08/0.08)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = India: <=50K (5.07/1.02)
|   |   |   |   |   |   |   |   native-country = Japan
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Greece
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.05/0.02)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (3.01/1.01)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = South
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (2.32/1.02)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (2.29/0.28)
|   |   |   |   |   |   |   |   |   occupation = Sales: >50K (2.29/1.01)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.15/0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = China
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (4.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Cuba
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.25/0.02)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.11/0.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (3.31/1.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (2.21/0.21)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (2.21/1.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Iran: <=50K (3.04/1.01)
|   |   |   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Philippines
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (3.01/0.01)
|   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (1.09/0.05)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (4.02/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (4.02/2.01)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.02/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (3.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Italy
|   |   |   |   |   |   |   |   |   age <= 43
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (2.04/0.01)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   age > 43
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 44
|   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Sales: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 44: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   native-country = Poland
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (3.04/1.02)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (4.07/1.01)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (1.01)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Jamaica
|   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (5.06/1.01)
|   |   |   |   |   |   |   |   |   education-num > 9: >50K (3.05/1.03)
|   |   |   |   |   |   |   |   native-country = Vietnam
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (4.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Mexico
|   |   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 37: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 37
|   |   |   |   |   |   |   |   |   |   |   race = White: <=50K (3.09/0.03)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.02/0.01)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (0.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (4.02/1.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (2.05/0.02)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (1.03/0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (6.03/0.01)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (3.02/0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (3.0/0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.03/0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Portugal: <=50K (4.05/2.02)
|   |   |   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = France: >50K (3.04/0.03)
|   |   |   |   |   |   |   |   native-country = Dominican-Republic: <=50K (3.04/1.01)
|   |   |   |   |   |   |   |   native-country = Laos: <=50K (2.03/0.01)
|   |   |   |   |   |   |   |   native-country = Ecuador: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   native-country = Taiwan: <=50K (2.03/0.01)
|   |   |   |   |   |   |   |   native-country = Haiti: <=50K (4.05/1.02)
|   |   |   |   |   |   |   |   native-country = Columbia
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (2.04/0.01)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   native-country = Hungary: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   native-country = Guatemala: <=50K (3.04/0.01)
|   |   |   |   |   |   |   |   native-country = Nicaragua: <=50K (4.05/0.02)
|   |   |   |   |   |   |   |   native-country = Scotland: <=50K (3.04/1.01)
|   |   |   |   |   |   |   |   native-country = Thailand: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   native-country = Yugoslavia: <=50K (4.05/1.02)
|   |   |   |   |   |   |   |   native-country = El-Salvador
|   |   |   |   |   |   |   |   |   capital-gain <= 1506
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (2.04/1.02)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (3.06/1.01)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0/0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.01)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   capital-gain > 1506: <=50K (2.0)
|   |   |   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (3.04/0.01)
|   |   |   |   |   |   |   |   native-country = Peru: <=50K (2.03/0.01)
|   |   |   |   |   |   |   |   native-country = Hong: <=50K (2.03/0.01)
|   |   |   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   capital-gain > 5060
|   |   |   |   |   |   capital-gain <= 6514: >50K (66.0)
|   |   |   |   |   |   capital-gain > 6514: <=50K (4.0)
|   |   |   education-num > 12
|   |   |   |   hours-per-week <= 31
|   |   |   |   |   relationship = Wife
|   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   occupation = Tech-support: >50K (5.4/0.65)
|   |   |   |   |   |   |   occupation = Craft-repair: >50K (1.35/0.16)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (4.05/1.56)
|   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   age <= 37: <=50K (2.84/1.37)
|   |   |   |   |   |   |   |   age > 37: >50K (2.56/1.19)
|   |   |   |   |   |   |   occupation = Exec-managerial: >50K (8.09/2.98)
|   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   workclass = Private: >50K (9.44/3.14)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (4.05/1.49)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (9.44/4.3)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.35/0.16)
|   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (0.0)
|   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   workclass = Private: <=50K (5.4/1.74)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (2.7/1.33)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.35/0.16)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   education = Prof-school: <=50K (3.0/1.0)
|   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   education = Masters: >50K (10.0/1.0)
|   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   education = Doctorate: >50K (2.0/1.0)
|   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   relationship = Own-child: <=50K (3.0/1.0)
|   |   |   |   |   relationship = Husband
|   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   education-num <= 14
|   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   age <= 42: <=50K (4.32)
|   |   |   |   |   |   |   |   |   age > 42: >50K (8.81/2.01)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (11.67/1.71)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (7.88/3.48)
|   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   workclass = Private: <=50K (18.09/7.11)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (10.51/1.64)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (3.94/1.7)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   workclass = Private: <=50K (2.63/0.16)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   age <= 52: <=50K (4.53)
|   |   |   |   |   |   |   |   |   |   age > 52
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (7.03/2.5)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (2.88/1.35)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.94/0.24)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.31/0.08)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.63/0.16)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   race = White: <=50K (38.73/7.44)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.63/0.16)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (3.94/0.24)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (5.25/0.32)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (7.88/1.48)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (5.25/0.32)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   age <= 66: >50K (2.0/0.68)
|   |   |   |   |   |   |   |   |   |   age > 66: <=50K (2.56/1.08)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: <=50K (2.0)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   education-num > 14
|   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.31/0.19)
|   |   |   |   |   |   |   |   occupation = Sales: >50K (2.63/1.25)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (3.94/1.56)
|   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   capital-gain <= 1848
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   age <= 62: >50K (3.24)
|   |   |   |   |   |   |   |   |   |   |   age > 62: <=50K (5.92/1.96)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (10.72/4.03)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (2.37/1.03)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.31/0.14)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (3.78/1.28)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   capital-gain > 1848: <=50K (2.72/0.72)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.63/0.38)
|   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (1.31/0.13)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   |   native-country = England: <=50K (0.0)
|   |   |   |   |   |   native-country = Puerto-Rico: <=50K (0.0)
|   |   |   |   |   |   native-country = Canada: <=50K (4.11/2.02)
|   |   |   |   |   |   native-country = Germany: <=50K (0.0)
|   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   |   native-country = India: <=50K (2.05/1.01)
|   |   |   |   |   |   native-country = Japan: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Greece: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = South: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = China: <=50K (3.08/0.01)
|   |   |   |   |   |   native-country = Cuba: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   native-country = Philippines: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Italy: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Poland: <=50K (2.05/1.01)
|   |   |   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   |   |   native-country = Vietnam: <=50K (2.05/0.01)
|   |   |   |   |   |   native-country = Mexico: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   |   native-country = Taiwan: <=50K (3.08/0.01)
|   |   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   |   native-country = Nicaragua: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   native-country = El-Salvador: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   |   |   native-country = Peru: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   relationship = Not-in-family: <=50K (1.0)
|   |   |   |   |   relationship = Other-relative: <=50K (2.0)
|   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   hours-per-week > 31
|   |   |   |   |   age <= 28
|   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   age <= 25
|   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   hours-per-week <= 39
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 200374: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 200374: <=50K (2.0)
|   |   |   |   |   |   |   |   |   hours-per-week > 39: <=50K (10.0)
|   |   |   |   |   |   |   |   relationship = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (3.13/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.09/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.04)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (6.27/2.0)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (6.27/2.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (9.33)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 24: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 24: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47: <=50K (3.4)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.02)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (1.04/0.04)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.04/0.04)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.13)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.09/1.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (1.0)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (2.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   age > 25
|   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   workclass = Private: >50K (19.66/1.86)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (2.18/0.1)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.09/0.04)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: >50K (1.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   age <= 26: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   age > 26
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47: <=50K (2.0)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 57
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: >50K (15.0/6.0)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 57: >50K (4.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506
|   |   |   |   |   |   |   |   |   |   |   |   age <= 26: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 26
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 27
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 136878: >50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 136878: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 27: <=50K (11.0/4.0)
|   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (17.87/5.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 46: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 46: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (1.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (4.93/0.93)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (1.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 119762: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 119762: >50K (2.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   |   native-country = England: >50K (1.03/0.02)
|   |   |   |   |   |   native-country = Puerto-Rico: <=50K (0.0)
|   |   |   |   |   |   native-country = Canada: <=50K (0.0)
|   |   |   |   |   |   native-country = Germany: <=50K (0.0)
|   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   |   native-country = India: >50K (1.03/0.02)
|   |   |   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   |   native-country = South: <=50K (1.03/0.01)
|   |   |   |   |   |   native-country = China: <=50K (0.0)
|   |   |   |   |   |   native-country = Cuba: <=50K (2.06/1.02)
|   |   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   native-country = Philippines: <=50K (2.06/0.02)
|   |   |   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   |   |   native-country = Jamaica: <=50K (1.03/0.01)
|   |   |   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   |   |   native-country = Mexico: <=50K (1.03/0.01)
|   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   native-country = France: >50K (1.03/0.02)
|   |   |   |   |   |   native-country = Dominican-Republic: <=50K (1.03/0.01)
|   |   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   |   native-country = Taiwan: <=50K (1.03/0.01)
|   |   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   |   native-country = Columbia: <=50K (1.03/0.01)
|   |   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   |   native-country = Hong: >50K (1.03/0.02)
|   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   age > 28
|   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.08/0.06)
|   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   capital-gain <= 3103: >50K (50.87/15.46)
|   |   |   |   |   |   |   |   |   |   capital-gain > 3103: <=50K (2.95/1.02)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (4.07/0.04)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (3.05/0.03)
|   |   |   |   |   |   |   |   workclass = Local-gov: >50K (3.05/1.03)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   native-country = England: <=50K (1.01)
|   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   native-country = Canada: >50K (0.0)
|   |   |   |   |   |   |   native-country = Germany: >50K (0.0)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   native-country = India: <=50K (1.01)
|   |   |   |   |   |   |   native-country = Japan: >50K (0.0)
|   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   native-country = South: >50K (0.0)
|   |   |   |   |   |   |   native-country = China: <=50K (0.05)
|   |   |   |   |   |   |   native-country = Cuba: >50K (0.0)
|   |   |   |   |   |   |   native-country = Iran: <=50K (1.01)
|   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines: >50K (2.03/0.03)
|   |   |   |   |   |   |   native-country = Italy: >50K (0.03/0.0)
|   |   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   native-country = Vietnam: >50K (0.0)
|   |   |   |   |   |   |   native-country = Mexico: >50K (0.0)
|   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   native-country = France: >50K (0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ecuador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (0.03/0.0)
|   |   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: >50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   relationship = Wife: <=50K (2.18/1.05)
|   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   workclass = Private: >50K (66.81/27.36)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (16.17/4.06)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (2.05/0.02)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (2.04/0.02)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: >50K (5.15/1.07)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (1.04/0.03)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 57
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 80680: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 80680: <=50K (2.07/1.03)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 57: <=50K (3.01/0.01)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.01/0.01)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (2.05/0.03)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (3.05/1.03)
|   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   age <= 44: <=50K (5.02/0.01)
|   |   |   |   |   |   |   |   |   |   age > 44: >50K (2.11/0.05)
|   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: >50K (1.02/0.02)
|   |   |   |   |   |   |   native-country = England: >50K (1.02/0.02)
|   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   native-country = Canada: <=50K (2.05/0.02)
|   |   |   |   |   |   |   native-country = Germany: >50K (1.02/0.02)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   native-country = India: >50K (0.0)
|   |   |   |   |   |   |   native-country = Japan: >50K (1.02/0.02)
|   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   native-country = South: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = China: <=50K (0.09/0.0)
|   |   |   |   |   |   |   native-country = Cuba: >50K (0.0)
|   |   |   |   |   |   |   native-country = Iran: >50K (0.0)
|   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines
|   |   |   |   |   |   |   |   fnlwgt <= 211731: >50K (2.06/0.03)
|   |   |   |   |   |   |   |   fnlwgt > 211731: <=50K (2.03)
|   |   |   |   |   |   |   native-country = Italy: >50K (0.05/0.0)
|   |   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   native-country = Vietnam: >50K (1.02/0.02)
|   |   |   |   |   |   |   native-country = Mexico: <=50K (3.07/1.02)
|   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   native-country = France: >50K (0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ecuador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (0.05/0.0)
|   |   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: >50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 161325: <=50K (3.14)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 161325: >50K (2.59/1.01)
|   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (9.8/2.1)
|   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = England: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Puerto-Rico: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = Canada: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Germany: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = South: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = China: <=50K (0.03/0.0)
|   |   |   |   |   |   |   |   |   native-country = Cuba: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Philippines: <=50K (3.52/1.13)
|   |   |   |   |   |   |   |   |   native-country = Italy: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Vietnam: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = Mexico: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Taiwan: >50K (0.01/0.0)
|   |   |   |   |   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Yugoslavia: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = El-Salvador: <=50K (1.17/0.04)
|   |   |   |   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: >50K (0.04/0.02)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (4.17/0.08)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: >50K (0.04/0.01)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.04/1.02)
|   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Local-gov: >50K (2.04/0.02)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   capital-gain <= 1111
|   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: >50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47: <=50K (2.02/0.09)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (178.69/55.98)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 181970: >50K (2.09)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 181970: <=50K (2.27/0.09)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 51: >50K (15.44/2.35)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 51: <=50K (6.62/1.27)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (5.18)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (2.27/0.18)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (2.03/1.02)
|   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (31.25/14.12)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (1.07/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 48: >50K (3.12/0.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 48: <=50K (3.1/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.05/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (54.77/13.49)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (3.05/1.02)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (3.79/0.93)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.13)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (0.93)
|   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: >50K (4.26/0.13)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 42: <=50K (2.13/1.0)
|   |   |   |   |   |   |   |   capital-gain > 1111
|   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3273: >50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   capital-gain > 3273
|   |   |   |   |   |   |   |   |   |   |   |   age <= 47: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 47: >50K (2.1/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.93)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 204840: <=50K (3.12)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 204840: >50K (2.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   native-country = England: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Puerto-Rico: <=50K (2.05/0.02)
|   |   |   |   |   |   |   native-country = Canada: >50K (2.05/0.03)
|   |   |   |   |   |   |   native-country = Germany: >50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   native-country = India: <=50K (6.15/1.07)
|   |   |   |   |   |   |   native-country = Japan: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   native-country = South: <=50K (3.07/1.03)
|   |   |   |   |   |   |   native-country = China: <=50K (1.29/0.01)
|   |   |   |   |   |   |   native-country = Cuba: >50K (0.0)
|   |   |   |   |   |   |   native-country = Iran: >50K (0.0)
|   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines: >50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Italy: >50K (0.13/0.0)
|   |   |   |   |   |   |   native-country = Poland: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Jamaica: <=50K (2.05/0.02)
|   |   |   |   |   |   |   native-country = Vietnam: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Mexico: >50K (2.05/0.03)
|   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   native-country = France: >50K (0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ecuador: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (0.13/0.0)
|   |   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: >50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   age <= 48
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 71898: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 71898: >50K (18.21/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 48: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 225399: >50K (3.21/1.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 225399: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (2.03/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (2.03/0.01)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (3.04/1.02)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (5.06/0.03)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.17)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (2.0)
|   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: >50K (3.2/1.2)
|   |   |   |   |   |   |   |   relationship = Own-child: <=50K (2.0)
|   |   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506: >50K (293.89/60.07)
|   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 5060
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3103: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3103
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 4416
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 4101: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 4101: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 4416: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 5060: >50K (5.2)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (3.81/1.91)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (13.1/3.1)
|   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school
|   |   |   |   |   |   |   |   |   |   |   age <= 62
|   |   |   |   |   |   |   |   |   |   |   |   age <= 40: <=50K (2.91/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 40: >50K (7.2)
|   |   |   |   |   |   |   |   |   |   |   age > 62: <=50K (2.59/0.2)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 45
|   |   |   |   |   |   |   |   |   |   |   |   race = White: >50K (64.18/11.79)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (2.91/0.91)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (3.1/1.2)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 45: >50K (57.28/0.59)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (11.79/1.2)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (35.14/16.05)
|   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (1.08/0.04)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   age <= 46: >50K (6.1/0.06)
|   |   |   |   |   |   |   |   |   |   |   age > 46: <=50K (5.18/1.1)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (1.08/0.06)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 50: >50K (30.32/4.17)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 50
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 65
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 44: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 44: <=50K (5.05/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 65: <=50K (4.99/1.05)
|   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (2.01/0.96)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: >50K (14.37/3.18)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (2.1/0.03)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (30.54/6.27)
|   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   capital-loss <= 625
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   race = White: >50K (11.37/4.2)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 273084: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 273084: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (1.07/0.04)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (21.26/3.13)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (3.98/1.02)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   capital-loss > 625: <=50K (3.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 41
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   age <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 42
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 36: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 36: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 42: >50K (11.03/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   age > 52: <=50K (5.2/1.05)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.07/0.03)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (2.02/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 48: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 48: >50K (2.08/0.05)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.02)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 41: >50K (13.28/0.1)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   native-country = England: >50K (5.15/0.08)
|   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (3.09/1.05)
|   |   |   |   |   |   |   native-country = Canada: >50K (3.09/0.05)
|   |   |   |   |   |   |   native-country = Germany
|   |   |   |   |   |   |   |   fnlwgt <= 185291: >50K (2.09/0.03)
|   |   |   |   |   |   |   |   fnlwgt > 185291: <=50K (3.07/0.02)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   native-country = India: >50K (7.22/2.11)
|   |   |   |   |   |   |   native-country = Japan: >50K (11.34/3.17)
|   |   |   |   |   |   |   native-country = Greece: >50K (2.06/1.03)
|   |   |   |   |   |   |   native-country = South: <=50K (3.09/1.05)
|   |   |   |   |   |   |   native-country = China: >50K (5.75/0.66)
|   |   |   |   |   |   |   native-country = Cuba: >50K (3.09/0.05)
|   |   |   |   |   |   |   native-country = Iran: <=50K (3.09/1.05)
|   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines
|   |   |   |   |   |   |   |   workclass = Private: >50K (2.1/0.04)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (2.02/0.01)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.02/0.01)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: >50K (1.01/0.0)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   native-country = Italy: >50K (2.36/0.03)
|   |   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   native-country = Vietnam: >50K (0.0)
|   |   |   |   |   |   |   native-country = Mexico: >50K (3.09/0.05)
|   |   |   |   |   |   |   native-country = Portugal: >50K (1.03/0.02)
|   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   native-country = France
|   |   |   |   |   |   |   |   education-num <= 13: >50K (2.09/0.04)
|   |   |   |   |   |   |   |   education-num > 13: <=50K (2.03/1.01)
|   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ecuador: >50K (1.03/0.02)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (3.39/1.05)
|   |   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: >50K (1.03/0.02)
|   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: >50K (2.06/1.03)
|   |   |   |   |   |   |   native-country = El-Salvador: >50K (1.03/0.02)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: >50K (2.06/0.03)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   relationship = Wife
|   |   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (17.23/7.12)
|   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: >50K (10.22/3.22)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (3.04/1.03)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (3.04/1.03)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: >50K (23.0/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 157747: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 157747: >50K (2.2/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (25.2/4.2)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.18)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Black: >50K (3.2/0.2)
|   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (12.17/1.12)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = England: <=50K (2.01/1.0)
|   |   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Canada: >50K (1.0/0.0)
|   |   |   |   |   |   |   |   native-country = Germany: >50K (1.0/0.0)
|   |   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   |   native-country = India: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Japan: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = South: <=50K (1.0)
|   |   |   |   |   |   |   |   native-country = China: >50K (2.39/0.39)
|   |   |   |   |   |   |   |   native-country = Cuba: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Iran: >50K (1.0/0.0)
|   |   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Philippines: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   native-country = Italy: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Vietnam: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Mexico: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = France: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Ecuador: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Taiwan: >50K (1.39/0.0)
|   |   |   |   |   |   |   |   native-country = Haiti: >50K (1.0/0.0)
|   |   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Hong: >50K (1.0/0.0)
|   |   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   |   relationship = Own-child: <=50K (2.0)
|   |   |   |   |   |   |   relationship = Husband
|   |   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   |   education-num <= 14
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 53
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506: >50K (170.5/42.86)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 3942: >50K (7.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 3942: <=50K (4.21/0.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (86.67/15.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 53
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 62
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 184693
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 94892: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 94892
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 57
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 125796: <=50K (5.21/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 125796: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 57
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 34: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 34: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 184693: >50K (10.21)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 62: <=50K (7.62/2.41)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 57: >50K (10.0/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 57: <=50K (7.41/2.41)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander
|   |   |   |   |   |   |   |   |   |   |   |   age <= 33: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 33: <=50K (2.7/0.9)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.9/0.9)
|   |   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (4.11/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (2.21/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 62
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 114937: <=50K (7.05/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 114937: >50K (20.39/5.22)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (6.17/3.07)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42: >50K (3.17/0.07)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 62: <=50K (3.07/0.05)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (15.33/6.18)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 122756
|   |   |   |   |   |   |   |   |   |   |   |   age <= 45: <=50K (8.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 45: >50K (2.16/0.09)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 122756: >50K (26.43/2.34)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   race = White: >50K (58.65/28.9)
|   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (4.08/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   age <= 35: <=50K (11.08/2.08)
|   |   |   |   |   |   |   |   |   |   |   |   age > 35
|   |   |   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 44
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 277788: >50K (28.13/2.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 277788: <=50K (2.16/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 44: >50K (25.49/10.25)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (3.08)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 41
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 44: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 44: <=50K (3.04/1.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39: <=50K (8.44/2.11)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 41: >50K (12.26/2.07)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: <=50K (3.04/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 32: >50K (26.44/4.26)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (2.07/0.04)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   education-num > 14
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: >50K (104.73/16.39)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   |   age <= 65: >50K (54.17/9.09)
|   |   |   |   |   |   |   |   |   |   |   |   age > 65: <=50K (3.36/0.18)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (25.21/1.11)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: >50K (4.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 55
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 44: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 44: >50K (3.05/0.05)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 53: >50K (8.1/0.03)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 53: <=50K (2.92/0.9)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (9.1/1.04)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (30.12/5.14)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (2.8/0.9)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.38)
|   |   |   |   |   |   |   |   |   |   race = Other: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   race = Black: >50K (6.9/1.0)
|   |   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = England: >50K (6.2/1.04)
|   |   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Canada
|   |   |   |   |   |   |   |   |   hours-per-week <= 47: >50K (4.16/1.04)
|   |   |   |   |   |   |   |   |   hours-per-week > 47: <=50K (3.07/0.06)
|   |   |   |   |   |   |   |   native-country = Germany
|   |   |   |   |   |   |   |   |   hours-per-week <= 42: <=50K (2.1/0.08)
|   |   |   |   |   |   |   |   |   hours-per-week > 42: >50K (3.06/0.02)
|   |   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   |   native-country = India
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (1.18/0.13)
|   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.07/0.02)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: >50K (7.16/3.07)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (2.07/1.02)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (1.02)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (2.07)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.04/0.04)
|   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (5.07/1.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Japan: >50K (2.07/1.01)
|   |   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = South: <=50K (3.1/0.08)
|   |   |   |   |   |   |   |   native-country = China
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (1.46/0.06)
|   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.03/0.01)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: >50K (3.09/1.03)
|   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: >50K (4.08/1.01)
|   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Cuba: >50K (4.13/0.03)
|   |   |   |   |   |   |   |   native-country = Iran: >50K (6.2/1.04)
|   |   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Philippines: >50K (6.2/0.04)
|   |   |   |   |   |   |   |   native-country = Italy: >50K (4.53/1.03)
|   |   |   |   |   |   |   |   native-country = Poland: >50K (1.03/0.01)
|   |   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Vietnam: <=50K (1.03/0.03)
|   |   |   |   |   |   |   |   native-country = Mexico: >50K (1.03/0.01)
|   |   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Ireland: >50K (2.07/0.01)
|   |   |   |   |   |   |   |   native-country = France: >50K (2.07/1.01)
|   |   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Ecuador: <=50K (1.03/0.03)
|   |   |   |   |   |   |   |   native-country = Taiwan: >50K (8.26/1.06)
|   |   |   |   |   |   |   |   native-country = Haiti: <=50K (1.03/0.03)
|   |   |   |   |   |   |   |   native-country = Columbia: >50K (2.07/1.01)
|   |   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Thailand: >50K (1.03/0.01)
|   |   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = El-Salvador: >50K (2.07/0.01)
|   |   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   |   native-country = Hong: <=50K (1.03/0.03)
|   |   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   |   relationship = Not-in-family: <=50K (2.0)
|   |   |   |   |   |   |   relationship = Other-relative: <=50K (4.0)
|   |   |   |   |   |   |   relationship = Unmarried: >50K (0.0)
|   |   |   |   |   |   occupation = Handlers-cleaners
|   |   |   |   |   |   |   race = White: <=50K (17.3/6.15)
|   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.02)
|   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.01)
|   |   |   |   |   |   |   race = Other: >50K (0.01)
|   |   |   |   |   |   |   race = Black: >50K (2.02/0.01)
|   |   |   |   |   |   occupation = Machine-op-inspct
|   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   education = Bachelors: >50K (22.25/11.12)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (1.04/0.02)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (2.16/0.07)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: >50K (0.03/0.01)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (2.03)
|   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.01/0.01)
|   |   |   |   |   |   |   race = Other: <=50K (2.01/0.01)
|   |   |   |   |   |   |   race = Black: <=50K (2.03/0.01)
|   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   age <= 61
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: >50K (51.03/19.2)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (1.01/0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.8/1.01)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (7.07/2.03)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   age <= 36: <=50K (2.0/0.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 36: >50K (5.06/0.03)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   age <= 40: <=50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   age > 40: >50K (7.08/1.04)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (2.78/1.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 163578: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 163578: <=50K (2.05)
|   |   |   |   |   |   |   |   |   age > 61: <=50K (5.41/0.1)
|   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: >50K (1.98/0.1)
|   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   workclass = Private: <=50K (10.41/4.18)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.04/0.02)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (3.12/0.07)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.12/1.05)
|   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (3.12/1.07)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: >50K (2.21/0.05)
|   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   native-country = England: <=50K (1.03/0.03)
|   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   native-country = Canada: >50K (0.0)
|   |   |   |   |   |   |   native-country = Germany: >50K (2.07/0.01)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   native-country = India: <=50K (3.1/0.08)
|   |   |   |   |   |   |   native-country = Japan: >50K (0.0)
|   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   native-country = South: >50K (2.07/1.01)
|   |   |   |   |   |   |   native-country = China: <=50K (1.14/0.03)
|   |   |   |   |   |   |   native-country = Cuba: >50K (0.0)
|   |   |   |   |   |   |   native-country = Iran: >50K (1.03/0.01)
|   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   age <= 44
|   |   |   |   |   |   |   |   |   |   workclass = Private: >50K (6.1)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.1)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   age > 44: <=50K (3.21/0.21)
|   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (3.1/1.1)
|   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (0.01)
|   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   native-country = Italy: >50K (2.12/0.01)
|   |   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   native-country = Vietnam: <=50K (1.03/0.03)
|   |   |   |   |   |   |   native-country = Mexico: <=50K (3.1/0.08)
|   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   native-country = France: >50K (0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   native-country = Laos: >50K (1.03/0.01)
|   |   |   |   |   |   |   native-country = Ecuador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (0.05/0.0)
|   |   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: >50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   occupation = Farming-fishing
|   |   |   |   |   |   |   workclass = Private: <=50K (14.25/4.12)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   fnlwgt <= 34574: >50K (4.01)
|   |   |   |   |   |   |   |   |   fnlwgt > 34574: <=50K (18.26/1.11)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: >50K (1.04/0.02)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (5.16/1.07)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: >50K (0.04/0.01)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (4.07/0.04)
|   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   workclass = State-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   occupation = Transport-moving
|   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   education-num <= 13: <=50K (19.19/7.1)
|   |   |   |   |   |   |   |   |   education-num > 13: >50K (3.19/1.1)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (4.07/1.03)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.03/0.03)
|   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.01)
|   |   |   |   |   |   |   race = Other: >50K (0.01)
|   |   |   |   |   |   |   race = Black: <=50K (3.03/0.01)
|   |   |   |   |   |   occupation = Priv-house-serv: <=50K (1.02/0.01)
|   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   fnlwgt <= 169269: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   |   fnlwgt > 169269: >50K (2.04/0.02)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (5.09/1.05)
|   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   race = White: >50K (23.41/5.21)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.01)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.01)
|   |   |   |   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: >50K (3.03/0.02)
|   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   race = White: >50K (6.13/2.07)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: <=50K (2.01/0.0)
|   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   |   native-country = England: <=50K (1.0)
|   |   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   native-country = Canada: >50K (0.0)
|   |   |   |   |   |   |   native-country = Germany: >50K (0.0)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   native-country = India: >50K (0.0)
|   |   |   |   |   |   |   native-country = Japan: >50K (0.0)
|   |   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   |   native-country = South: >50K (0.0)
|   |   |   |   |   |   |   native-country = China: <=50K (0.03)
|   |   |   |   |   |   |   native-country = Cuba: >50K (0.0)
|   |   |   |   |   |   |   native-country = Iran: >50K (0.0)
|   |   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines: >50K (2.0/0.0)
|   |   |   |   |   |   |   native-country = Italy: >50K (0.02/0.0)
|   |   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   native-country = Vietnam: >50K (0.0)
|   |   |   |   |   |   |   native-country = Mexico: >50K (0.0)
|   |   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   |   native-country = France: >50K (0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   |   native-country = Ecuador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (0.02/0.0)
|   |   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: >50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   capital-loss > 1762
|   |   |   capital-loss <= 1980
|   |   |   |   race = White
|   |   |   |   |   capital-loss <= 1902
|   |   |   |   |   |   capital-loss <= 1887: >50K (196.0/1.0)
|   |   |   |   |   |   capital-loss > 1887
|   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   occupation = Tech-support: >50K (6.07)
|   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (17.19/2.0)
|   |   |   |   |   |   |   |   occupation = Other-service: >50K (1.01)
|   |   |   |   |   |   |   |   occupation = Sales: >50K (18.2)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (30.33)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (27.3/1.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (3.03/1.03)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: >50K (9.1)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (4.04/1.0)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (1.01)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (22.24)
|   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (12.13)
|   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   hours-per-week <= 44: <=50K (3.06/1.06)
|   |   |   |   |   |   |   |   hours-per-week > 44: >50K (2.0)
|   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   education-num <= 9: <=50K (2.07/0.07)
|   |   |   |   |   |   |   |   education-num > 9: >50K (11.07/1.0)
|   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Other-service: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Sales: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (3.03)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (7.08)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.01/0.01)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: >50K (1.01)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   capital-loss > 1902: >50K (156.0)
|   |   |   |   race = Asian-Pac-Islander: >50K (20.0)
|   |   |   |   race = Amer-Indian-Eskimo: >50K (2.0/1.0)
|   |   |   |   race = Other: >50K (1.0)
|   |   |   |   race = Black: >50K (28.0)
|   |   |   capital-loss > 1980
|   |   |   |   capital-loss <= 2163: <=50K (63.0)
|   |   |   |   capital-loss > 2163
|   |   |   |   |   education-num <= 12
|   |   |   |   |   |   capital-loss <= 2174: >50K (5.0)
|   |   |   |   |   |   capital-loss > 2174
|   |   |   |   |   |   |   capital-loss <= 2206: <=50K (14.0)
|   |   |   |   |   |   |   capital-loss > 2206
|   |   |   |   |   |   |   |   capital-loss <= 2415
|   |   |   |   |   |   |   |   |   capital-loss <= 2392
|   |   |   |   |   |   |   |   |   |   capital-loss <= 2246: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   capital-loss > 2246
|   |   |   |   |   |   |   |   |   |   |   age <= 67: <=50K (13.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   age > 67: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   capital-loss > 2392: >50K (10.0)
|   |   |   |   |   |   |   |   capital-loss > 2415: <=50K (10.0)
|   |   |   |   |   education-num > 12
|   |   |   |   |   |   capital-loss <= 2282
|   |   |   |   |   |   |   workclass = Private: >50K (2.67/0.33)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (4.0/0.5)
|   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (0.0)
|   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.33/0.17)
|   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   capital-loss > 2282: >50K (54.0)
|   marital-status = Divorced
|   |   education-num <= 12
|   |   |   hours-per-week <= 43
|   |   |   |   native-country = United-States
|   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   workclass = Private: <=50K (52.39/0.06)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (1.05/0.05)
|   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Federal-gov: <=50K (4.2/0.0)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (4.2/0.0)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (5.24/0.01)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   capital-gain <= 3942
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (6.09/0.95)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.04)
|   |   |   |   |   |   |   |   |   education = HS-grad: >50K (1.25/0.25)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.04)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (4.04)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.08)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.08)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.02)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.02)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.06)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.02)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.07)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (3.21)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.21)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.07/0.07)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.04)
|   |   |   |   |   |   |   capital-gain > 3942: >50K (2.04/0.04)
|   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   workclass = Private: <=50K (250.51/11.2)
|   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (33.63/0.03)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.16/0.0)
|   |   |   |   |   |   workclass = Federal-gov: <=50K (8.42/1.01)
|   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Own-child: <=50K (0.05)
|   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (2.09/0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.02)
|   |   |   |   |   |   |   |   education = HS-grad: >50K (3.07/1.12)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.01)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (1.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.04)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.02)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.01)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.04)
|   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.01)
|   |   |   |   |   |   |   relationship = Unmarried: <=50K (5.16)
|   |   |   |   |   |   workclass = State-gov: <=50K (3.16/0.0)
|   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   workclass = Never-worked: <=50K (0.13/0.0)
|   |   |   |   |   occupation = Other-service: <=50K (407.26/1.32)
|   |   |   |   |   occupation = Sales: <=50K (220.07/4.17)
|   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   education = Some-college: <=50K (65.31/2.07)
|   |   |   |   |   |   |   education = 11th: <=50K (4.4/1.0)
|   |   |   |   |   |   |   education = HS-grad: <=50K (70.18/6.07)
|   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   sex = Female: <=50K (6.07/1.0)
|   |   |   |   |   |   |   |   |   sex = Male: >50K (3.13/1.13)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (5.07)
|   |   |   |   |   |   |   education = Assoc-voc: <=50K (7.26/1.0)
|   |   |   |   |   |   |   education = 9th: <=50K (1.66)
|   |   |   |   |   |   |   education = 7th-8th: <=50K (1.46)
|   |   |   |   |   |   |   education = 12th: <=50K (1.07)
|   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   education = 1st-4th: <=50K (0.13)
|   |   |   |   |   |   |   education = 10th: <=50K (2.66)
|   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   education = 5th-6th: <=50K (0.07)
|   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (11.52/0.01)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (9.48/0.01)
|   |   |   |   |   |   workclass = Federal-gov: <=50K (14.74/1.01)
|   |   |   |   |   |   workclass = Local-gov: <=50K (22.11/0.02)
|   |   |   |   |   |   workclass = State-gov: <=50K (12.58/1.01)
|   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   workclass = Never-worked: <=50K (0.1/0.0)
|   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   race = White
|   |   |   |   |   |   |   hours-per-week <= 39: <=50K (39.98)
|   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   workclass = Private: <=50K (70.29/8.09)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.03/0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   education-num <= 9: <=50K (4.13/0.0)
|   |   |   |   |   |   |   |   |   education-num > 9: >50K (2.07/0.06)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (6.2/1.01)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (8.27/0.01)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (3.18)
|   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (4.3/1.0)
|   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   race = Black: <=50K (14.26)
|   |   |   |   |   occupation = Handlers-cleaners: <=50K (94.79/1.07)
|   |   |   |   |   occupation = Machine-op-inspct: <=50K (217.96/2.17)
|   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   sex = Female: <=50K (572.06/7.5)
|   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   workclass = Private: <=50K (9.75)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.08)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (2.14)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (3.14/1.14)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (1.22)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (5.42)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   education = 11th: >50K (1.5/0.5)
|   |   |   |   |   |   |   education = HS-grad: <=50K (31.26)
|   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-acdm: <=50K (7.5/1.0)
|   |   |   |   |   |   |   education = Assoc-voc: <=50K (2.5)
|   |   |   |   |   |   |   education = 9th: <=50K (2.0)
|   |   |   |   |   |   |   education = 7th-8th: <=50K (1.25)
|   |   |   |   |   |   |   education = 12th: <=50K (1.25)
|   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   education = 1st-4th: <=50K (0.25)
|   |   |   |   |   |   |   education = 10th: <=50K (1.75)
|   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   education = 5th-6th: <=50K (0.25)
|   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   occupation = Farming-fishing: <=50K (33.7/0.03)
|   |   |   |   |   occupation = Transport-moving: <=50K (95.79/3.07)
|   |   |   |   |   occupation = Priv-house-serv: <=50K (16.85/0.01)
|   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   workclass = Private: <=50K (16.84/0.01)
|   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.05/0.0)
|   |   |   |   |   |   workclass = Federal-gov: <=50K (1.05/0.0)
|   |   |   |   |   |   workclass = Local-gov: <=50K (14.74/0.01)
|   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   hours-per-week <= 39: <=50K (2.24)
|   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Own-child: <=50K (1.02)
|   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (2.14/0.14)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.01)
|   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (4.07/1.0)
|   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   workclass = Never-worked: <=50K (0.02/0.0)
|   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   native-country = England: <=50K (10.1/0.01)
|   |   |   |   native-country = Puerto-Rico
|   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   education = Some-college: <=50K (2.03/1.0)
|   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   education = HS-grad: <=50K (4.05/0.0)
|   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   education = Assoc-voc: <=50K (0.01)
|   |   |   |   |   education = 9th: >50K (1.0)
|   |   |   |   |   education = 7th-8th: <=50K (1.0)
|   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   education = 5th-6th: <=50K (2.0)
|   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   native-country = Canada: <=50K (11.11/0.01)
|   |   |   |   native-country = Germany: <=50K (11.11/1.01)
|   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   native-country = Japan
|   |   |   |   |   education-num <= 9
|   |   |   |   |   |   race = White: <=50K (2.02)
|   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (3.01)
|   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   race = Black: <=50K (0.01)
|   |   |   |   |   education-num > 9: <=50K (2.03/1.0)
|   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   native-country = South: <=50K (3.03/0.0)
|   |   |   |   native-country = China: <=50K (2.02/0.0)
|   |   |   |   native-country = Cuba: <=50K (11.11/0.01)
|   |   |   |   native-country = Iran: <=50K (1.01/0.0)
|   |   |   |   native-country = Honduras: <=50K (2.02/0.0)
|   |   |   |   native-country = Philippines
|   |   |   |   |   workclass = Private: <=50K (6.06/0.0)
|   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.01)
|   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   workclass = Federal-gov: <=50K (3.01/1.0)
|   |   |   |   |   workclass = Local-gov: >50K (0.0/0.0)
|   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   native-country = Italy: <=50K (4.04/0.0)
|   |   |   |   native-country = Poland: <=50K (3.03/0.0)
|   |   |   |   native-country = Jamaica: <=50K (4.04/0.0)
|   |   |   |   native-country = Vietnam: <=50K (3.03/0.0)
|   |   |   |   native-country = Mexico: <=50K (16.15/0.01)
|   |   |   |   native-country = Portugal: <=50K (3.03/0.0)
|   |   |   |   native-country = Ireland: <=50K (1.01/0.0)
|   |   |   |   native-country = France: <=50K (3.03/0.0)
|   |   |   |   native-country = Dominican-Republic: <=50K (5.05/0.0)
|   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   native-country = Ecuador: <=50K (2.02/0.0)
|   |   |   |   native-country = Taiwan: <=50K (1.01/0.0)
|   |   |   |   native-country = Haiti: <=50K (3.03/0.0)
|   |   |   |   native-country = Columbia: <=50K (5.05/0.0)
|   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   native-country = Guatemala: <=50K (4.04/1.0)
|   |   |   |   native-country = Nicaragua: <=50K (2.02/0.0)
|   |   |   |   native-country = Scotland: <=50K (1.01/0.0)
|   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   native-country = Yugoslavia: <=50K (1.01/0.0)
|   |   |   |   native-country = El-Salvador: <=50K (3.03/0.0)
|   |   |   |   native-country = Trinadad&Tobago: <=50K (2.02/0.0)
|   |   |   |   native-country = Peru: <=50K (1.01/0.0)
|   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   hours-per-week > 43
|   |   |   |   native-country = United-States
|   |   |   |   |   age <= 38
|   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   education = Some-college: <=50K (84.0/1.0)
|   |   |   |   |   |   education = 11th: <=50K (17.0)
|   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (12.0/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (7.0/1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (11.0)
|   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   sex = Male: <=50K (73.76)
|   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   race = Black: <=50K (5.0)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (20.13/3.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (4.03/1.0)
|   |   |   |   |   |   |   workclass = Federal-gov: <=50K (3.02)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (4.03/1.0)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   sex = Female: <=50K (12.0)
|   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (1.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (1.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (3.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.0)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (5.24)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.1)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (1.05)
|   |   |   |   |   |   |   occupation = Sales: >50K (3.14/1.14)
|   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (3.14)
|   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (1.05)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (1.05)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (3.14)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.05)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (1.05)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   education = 9th: <=50K (4.0)
|   |   |   |   |   |   education = 7th-8th: <=50K (5.0)
|   |   |   |   |   |   education = 12th: >50K (1.0)
|   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   education = 10th: <=50K (10.0)
|   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   age > 38
|   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (6.06/1.03)
|   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (7.07)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (7.07/0.07)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (20.15/0.1)
|   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 45: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 45: <=50K (12.11/1.11)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (1.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (8.11/1.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (6.06/0.03)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.98/0.97)
|   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (45.43/3.22)
|   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (14.13/2.07)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (4.04/0.02)
|   |   |   |   |   |   |   occupation = Machine-op-inspct
|   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college: >50K (0.06)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (8.06)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (3.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Own-child: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (23.26/1.0)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   workclass = Private: <=50K (21.19/1.19)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (4.04/0.04)
|   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 108276: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 108276: >50K (2.04/1.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.02/0.01)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (2.02/0.01)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (2.02/0.01)
|   |   |   |   |   |   |   occupation = Protective-serv: >50K (2.02/1.01)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 49: >50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 49: <=50K (4.21)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (4.09/1.0)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (11.25/2.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (9.21/2.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (3.07/1.07)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.05/1.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (7.16/1.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (2.05)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (9.21/1.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   fnlwgt <= 325658: <=50K (7.21)
|   |   |   |   |   |   |   |   |   fnlwgt > 325658: >50K (2.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.05)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Sales: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 62: <=50K (2.09)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 62: >50K (2.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (3.07/1.07)
|   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   hours-per-week <= 53: <=50K (4.14/1.0)
|   |   |   |   |   |   |   |   |   hours-per-week > 53: >50K (2.0)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   education = 11th: <=50K (4.0/1.0)
|   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   occupation = Tech-support: >50K (2.04/0.02)
|   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (9.22/1.11)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (2.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (4.04/2.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.06/0.03)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (2.04/0.02)
|   |   |   |   |   |   |   |   occupation = Sales: <=50K (18.32/2.18)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (16.32/2.16)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (3.06/0.03)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (8.16/0.08)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: >50K (2.04/1.02)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (26.53/3.26)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (2.04/0.02)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-acdm: <=50K (10.0/1.0)
|   |   |   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Craft-repair: >50K (1.17/0.17)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Sales: <=50K (5.83)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (3.5/1.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (2.33/1.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Transport-moving: >50K (1.17/0.17)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   education = 9th: <=50K (3.0)
|   |   |   |   |   |   |   education = 7th-8th: <=50K (7.0)
|   |   |   |   |   |   |   education = 12th: >50K (2.0/1.0)
|   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   education = 10th
|   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (4.0)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (2.0)
|   |   |   |   |   |   |   |   occupation = Sales: <=50K (1.0)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (1.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.0)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.0)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   education = 5th-6th: <=50K (1.0)
|   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   native-country = England: <=50K (2.01)
|   |   |   |   native-country = Puerto-Rico: <=50K (2.01)
|   |   |   |   native-country = Canada: <=50K (3.02)
|   |   |   |   native-country = Germany: <=50K (5.03)
|   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.01)
|   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   native-country = Japan: <=50K (1.01)
|   |   |   |   native-country = Greece: <=50K (1.01)
|   |   |   |   native-country = South: >50K (1.01/0.01)
|   |   |   |   native-country = China: <=50K (0.0)
|   |   |   |   native-country = Cuba: <=50K (1.01)
|   |   |   |   native-country = Iran: <=50K (3.02/1.0)
|   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   native-country = Philippines: <=50K (0.0)
|   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   native-country = Poland: <=50K (1.01)
|   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   native-country = Vietnam: <=50K (1.01)
|   |   |   |   native-country = Mexico: <=50K (4.02)
|   |   |   |   native-country = Portugal: <=50K (1.01)
|   |   |   |   native-country = Ireland: <=50K (1.01)
|   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   native-country = Dominican-Republic: <=50K (1.01)
|   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   native-country = Columbia: <=50K (1.01)
|   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   native-country = Scotland: <=50K (1.01)
|   |   |   |   native-country = Thailand: <=50K (1.01)
|   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   native-country = Peru: <=50K (1.01)
|   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   education-num > 12
|   |   |   hours-per-week <= 43
|   |   |   |   native-country = United-States
|   |   |   |   |   age <= 42
|   |   |   |   |   |   workclass = Private: <=50K (93.61/5.0)
|   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (1.03)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (1.03)
|   |   |   |   |   |   |   occupation = Sales: <=50K (2.06/1.0)
|   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (4.12)
|   |   |   |   |   |   |   occupation = Prof-specialty: >50K (3.09/1.09)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.99)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (3.09)
|   |   |   |   |   |   workclass = Federal-gov: <=50K (6.18)
|   |   |   |   |   |   workclass = Local-gov: <=50K (35.0)
|   |   |   |   |   |   workclass = State-gov: <=50K (21.62/1.0)
|   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   age > 42
|   |   |   |   |   |   capital-loss <= 1668
|   |   |   |   |   |   |   hours-per-week <= 33: <=50K (43.73/1.0)
|   |   |   |   |   |   |   hours-per-week > 33
|   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (8.11/1.0)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (3.04)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (5.07)
|   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.07)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   age <= 51: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   age > 51: <=50K (2.07)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   |   age <= 47: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   age > 47: <=50K (2.07/1.0)
|   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (5.0)
|   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   capital-loss <= 213
|   |   |   |   |   |   |   |   |   |   |   |   age <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (1.18)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 47: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 47
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 140798: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 140798: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 212210: <=50K (2.93/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 212210: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (2.02)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (1.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.02/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 52: <=50K (8.51)
|   |   |   |   |   |   |   |   |   |   |   capital-loss > 213: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 47: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 47: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (2.41)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (21.41/2.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (7.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   age <= 47: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 47
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 53: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 53
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 57: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 57: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (2.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (29.41/2.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.03)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (2.98)
|   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.12/0.12)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (15.12/1.0)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (9.12/1.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.03)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.01)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   workclass = Private: <=50K (2.03)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (3.04/1.04)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.03)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   capital-loss > 1668
|   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   capital-loss <= 2231: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   capital-loss > 2231: >50K (6.0)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (0.0)
|   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.0)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (2.0)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (2.0)
|   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   native-country = England: <=50K (0.0)
|   |   |   |   native-country = Puerto-Rico: <=50K (2.04)
|   |   |   |   native-country = Canada: <=50K (1.02)
|   |   |   |   native-country = Germany: <=50K (6.12)
|   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (2.04)
|   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   native-country = South: <=50K (1.02)
|   |   |   |   native-country = China: <=50K (3.06)
|   |   |   |   native-country = Cuba: <=50K (2.04)
|   |   |   |   native-country = Iran: <=50K (2.04)
|   |   |   |   native-country = Honduras: <=50K (1.02)
|   |   |   |   native-country = Philippines: <=50K (3.06)
|   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   native-country = Jamaica: <=50K (1.02)
|   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   native-country = Mexico: >50K (1.02/0.02)
|   |   |   |   native-country = Portugal: <=50K (1.02)
|   |   |   |   native-country = Ireland: <=50K (1.02)
|   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   native-country = Dominican-Republic: <=50K (2.04)
|   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   native-country = Hungary: >50K (1.02/0.02)
|   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   native-country = Peru: <=50K (1.02)
|   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   hours-per-week > 43
|   |   |   |   native-country = United-States
|   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   occupation = Craft-repair: <=50K (7.1/2.0)
|   |   |   |   |   occupation = Other-service
|   |   |   |   |   |   relationship = Wife: >50K (0.0)
|   |   |   |   |   |   relationship = Own-child: <=50K (0.02)
|   |   |   |   |   |   relationship = Husband: >50K (0.0)
|   |   |   |   |   |   relationship = Not-in-family: <=50K (2.98/0.94)
|   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   relationship = Unmarried: >50K (2.0)
|   |   |   |   |   occupation = Sales
|   |   |   |   |   |   race = White
|   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Own-child: <=50K (3.16)
|   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   sex = Female: <=50K (8.49/1.0)
|   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 46: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 46
|   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 51: >50K (3.2/0.2)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 51: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 653: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (3.08/1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.05/1.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: >50K (1.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   fnlwgt <= 198400: <=50K (3.16)
|   |   |   |   |   |   |   |   |   fnlwgt > 198400: >50K (3.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: <=50K (1.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   fnlwgt <= 110200: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   fnlwgt > 110200: <=50K (4.94)
|   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.0)
|   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   race = Black: >50K (2.0/1.0)
|   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   capital-loss <= 880
|   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   capital-gain <= 2290
|   |   |   |   |   |   |   |   |   |   |   relationship = Wife: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Husband: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   |   sex = Female: >50K (12.72/4.72)
|   |   |   |   |   |   |   |   |   |   |   |   sex = Male: <=50K (14.48/7.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (6.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   sex = Male: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   capital-gain > 2290: <=50K (2.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (6.19/1.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (2.11)
|   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   age <= 44: <=50K (2.08)
|   |   |   |   |   |   |   |   |   |   |   age > 44: >50K (2.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (2.1)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (2.03/0.03)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (1.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   capital-loss <= 0
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 134153: <=50K (3.4)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 134153: >50K (11.0/2.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (2.06/0.06)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.06/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: >50K (3.08/1.08)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (3.08/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   capital-loss > 0: <=50K (2.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: >50K (2.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (1.0)
|   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   workclass = Private: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (2.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.0)
|   |   |   |   |   |   |   |   workclass = State-gov: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   capital-loss > 880: >50K (7.0)
|   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   capital-gain <= 594
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47
|   |   |   |   |   |   |   |   |   |   |   |   age <= 45: >50K (3.15/1.15)
|   |   |   |   |   |   |   |   |   |   |   |   age > 45: <=50K (3.31)
|   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   age <= 39: <=50K (3.15)
|   |   |   |   |   |   |   |   |   |   age > 39: >50K (5.15/1.15)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: >50K (5.0/1.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.15/0.15)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (5.15)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate
|   |   |   |   |   |   |   |   |   age <= 47: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   age > 47: <=50K (2.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   capital-gain > 594: <=50K (4.94)
|   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   education-num <= 14
|   |   |   |   |   |   |   |   fnlwgt <= 90338: >50K (3.04/0.04)
|   |   |   |   |   |   |   |   fnlwgt > 90338: <=50K (4.22)
|   |   |   |   |   |   |   education-num > 14: >50K (4.0)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (4.1/1.0)
|   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   age <= 48: <=50K (2.05/1.0)
|   |   |   |   |   |   |   age > 48: >50K (2.04/0.04)
|   |   |   |   |   |   workclass = Local-gov: <=50K (38.84/2.0)
|   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   fnlwgt <= 230657: <=50K (6.18)
|   |   |   |   |   |   |   fnlwgt > 230657: >50K (3.03/0.03)
|   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   occupation = Handlers-cleaners: >50K (1.02/0.02)
|   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   occupation = Adm-clerical: <=50K (9.21/1.0)
|   |   |   |   |   occupation = Farming-fishing: <=50K (3.07)
|   |   |   |   |   occupation = Transport-moving: <=50K (3.01)
|   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   race = White
|   |   |   |   |   |   |   workclass = Private: <=50K (1.04)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Federal-gov: >50K (2.08/0.08)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (2.08)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   race = Asian-Pac-Islander: >50K (0.0)
|   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   |   race = Other: >50K (0.0)
|   |   |   |   |   |   race = Black: >50K (3.0)
|   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   native-country = England
|   |   |   |   |   relationship = Wife: >50K (0.0)
|   |   |   |   |   relationship = Own-child: >50K (0.0)
|   |   |   |   |   relationship = Husband: >50K (0.0)
|   |   |   |   |   relationship = Not-in-family: >50K (2.06/0.05)
|   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   relationship = Unmarried: <=50K (2.03/1.0)
|   |   |   |   native-country = Puerto-Rico: <=50K (0.0)
|   |   |   |   native-country = Canada: <=50K (1.02/0.0)
|   |   |   |   native-country = Germany: <=50K (3.07/0.01)
|   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   native-country = India: >50K (2.04/0.04)
|   |   |   |   native-country = Japan: <=50K (2.04/1.01)
|   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   native-country = South: >50K (1.02/0.02)
|   |   |   |   native-country = China: <=50K (0.0)
|   |   |   |   native-country = Cuba: <=50K (0.0)
|   |   |   |   native-country = Iran: <=50K (1.02/0.0)
|   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   native-country = Philippines: <=50K (0.0)
|   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   native-country = Mexico: <=50K (0.0)
|   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   native-country = France: <=50K (3.07/1.01)
|   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   native-country = Haiti: <=50K (1.02/0.0)
|   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   native-country = El-Salvador: <=50K (1.02/0.0)
|   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   marital-status = Never-married
|   |   education-num <= 12
|   |   |   capital-loss <= 2080
|   |   |   |   hours-per-week <= 40
|   |   |   |   |   age <= 32
|   |   |   |   |   |   workclass = Private: <=50K (4984.92/5.0)
|   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (122.95/1.0)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (30.18)
|   |   |   |   |   |   workclass = Federal-gov: <=50K (86.06/1.0)
|   |   |   |   |   |   workclass = Local-gov: <=50K (184.42/3.0)
|   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   race = White: <=50K (148.57)
|   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (6.72)
|   |   |   |   |   |   |   race = Amer-Indian-Eskimo: >50K (1.23/0.23)
|   |   |   |   |   |   |   race = Other: <=50K (2.33)
|   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (2.22)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (7.78)
|   |   |   |   |   |   |   |   occupation = Sales: <=50K (3.33)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: >50K (1.11/0.11)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (6.67)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (2.22)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (2.22)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   workclass = Without-pay: <=50K (4.47)
|   |   |   |   |   |   workclass = Never-worked: <=50K (5.59)
|   |   |   |   |   age > 32
|   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (39.95/2.0)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (167.79/5.0)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (235.34)
|   |   |   |   |   |   |   occupation = Sales: <=50K (90.07/1.0)
|   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   sex = Female: <=50K (43.73)
|   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (11.39/1.0)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.17)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (9.5/1.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (2.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (1.11/0.11)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.06)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.11)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.11)
|   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.06)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.11)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   sex = Female: <=50K (36.57/2.0)
|   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   |   |   |   race = White: >50K (3.16/1.16)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (2.03/1.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.08)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (6.25/1.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.03)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.03)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.05)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (5.31/1.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (1.06/0.06)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (4.24/1.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (1.06)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (79.91)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (113.38)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (256.46/2.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (32.59)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (53.53/1.0)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (6.13)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (21.03/3.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   native-country = Cambodia: <=50K (2.03)
|   |   |   |   |   |   native-country = England: <=50K (2.03/1.0)
|   |   |   |   |   |   native-country = Puerto-Rico: <=50K (10.13)
|   |   |   |   |   |   native-country = Canada: <=50K (5.06)
|   |   |   |   |   |   native-country = Germany: <=50K (3.04)
|   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.01)
|   |   |   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   |   |   native-country = Japan: <=50K (3.04)
|   |   |   |   |   |   native-country = Greece: <=50K (1.01)
|   |   |   |   |   |   native-country = South: <=50K (2.03)
|   |   |   |   |   |   native-country = China: <=50K (1.01)
|   |   |   |   |   |   native-country = Cuba: <=50K (2.03)
|   |   |   |   |   |   native-country = Iran: <=50K (1.01)
|   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   native-country = Philippines: <=50K (7.09)
|   |   |   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   |   |   native-country = Poland: <=50K (3.04)
|   |   |   |   |   |   native-country = Jamaica: <=50K (8.1)
|   |   |   |   |   |   native-country = Vietnam: <=50K (3.04)
|   |   |   |   |   |   native-country = Mexico: <=50K (15.19/1.0)
|   |   |   |   |   |   native-country = Portugal: <=50K (1.01)
|   |   |   |   |   |   native-country = Ireland: <=50K (3.04/1.0)
|   |   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   |   native-country = Dominican-Republic: <=50K (7.09)
|   |   |   |   |   |   native-country = Laos: <=50K (1.01)
|   |   |   |   |   |   native-country = Ecuador: <=50K (1.01)
|   |   |   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   |   |   native-country = Haiti: <=50K (4.05)
|   |   |   |   |   |   native-country = Columbia: <=50K (4.05)
|   |   |   |   |   |   native-country = Hungary: <=50K (1.01)
|   |   |   |   |   |   native-country = Guatemala: <=50K (1.01)
|   |   |   |   |   |   native-country = Nicaragua: <=50K (3.04)
|   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   native-country = El-Salvador: <=50K (8.1)
|   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (3.04)
|   |   |   |   |   |   native-country = Peru: <=50K (4.05)
|   |   |   |   |   |   native-country = Hong: <=50K (1.01)
|   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   hours-per-week > 40
|   |   |   |   |   age <= 25
|   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   education = Some-college: <=50K (170.0)
|   |   |   |   |   |   education = 11th: <=50K (22.0)
|   |   |   |   |   |   education = HS-grad: <=50K (202.0)
|   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   education = Assoc-acdm: <=50K (23.0/1.0)
|   |   |   |   |   |   education = Assoc-voc: <=50K (17.0)
|   |   |   |   |   |   education = 9th: <=50K (11.0)
|   |   |   |   |   |   education = 7th-8th: <=50K (8.0/1.0)
|   |   |   |   |   |   education = 12th
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (1.1)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Sales: <=50K (2.2)
|   |   |   |   |   |   |   occupation = Exec-managerial: >50K (1.1/0.1)
|   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.2)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.1)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (2.2)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.1)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   education = 1st-4th: <=50K (4.0)
|   |   |   |   |   |   education = 10th: <=50K (11.0)
|   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   education = 5th-6th: <=50K (6.0)
|   |   |   |   |   |   education = Preschool: <=50K (2.0)
|   |   |   |   |   age > 25
|   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   relationship = Own-child: <=50K (139.0/1.0)
|   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (118.47/9.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (9.81/1.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 224472: <=50K (19.0)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 224472
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 302438: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 302438: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 52: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (14.93/1.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (18.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (15.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (6.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (9.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (11.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (26.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (4.86)
|   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (20.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 329266: <=50K (19.61/1.0)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 329266: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (29.93/2.0)
|   |   |   |   |   |   |   |   |   |   education = 9th
|   |   |   |   |   |   |   |   |   |   |   age <= 32: >50K (2.93/1.0)
|   |   |   |   |   |   |   |   |   |   |   age > 32: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (7.93)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (6.93/1.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (2.0)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (4.0)
|   |   |   |   |   |   |   |   |   race = Black: <=50K (35.74)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   |   |   education-num <= 9
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 303121: <=50K (4.04/1.0)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 303121: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   education-num > 9: <=50K (3.08)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (3.04)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (7.01)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (5.06/1.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (2.02)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (15.18/1.0)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc
|   |   |   |   |   |   |   |   |   hours-per-week <= 62: <=50K (20.24)
|   |   |   |   |   |   |   |   |   hours-per-week > 62
|   |   |   |   |   |   |   |   |   |   age <= 32: >50K (2.05/0.05)
|   |   |   |   |   |   |   |   |   |   age > 32: <=50K (2.0)
|   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (8.1/1.0)
|   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (2.02)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.01)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 168796: <=50K (3.06)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 168796
|   |   |   |   |   |   |   |   |   |   |   age <= 33: <=50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   |   |   age > 33: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (6.07)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = England: <=50K (4.08/1.01)
|   |   |   |   |   |   |   native-country = Puerto-Rico: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Canada: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Germany: <=50K (2.04/0.0)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Japan: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   |   |   native-country = South: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = China: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Cuba: <=50K (2.04/0.0)
|   |   |   |   |   |   |   native-country = Iran: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Honduras: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Philippines: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Jamaica: <=50K (2.04/0.0)
|   |   |   |   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Mexico: <=50K (8.16/0.01)
|   |   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = France: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: <=50K (2.04/0.0)
|   |   |   |   |   |   |   native-country = Laos: <=50K (2.04/0.0)
|   |   |   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Hungary: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Guatemala: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: <=50K (3.06/0.01)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (1.02/0.0)
|   |   |   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   |   relationship = Other-relative: <=50K (35.0/1.0)
|   |   |   |   |   |   relationship = Unmarried: <=50K (89.0/2.0)
|   |   |   capital-loss > 2080
|   |   |   |   capital-loss <= 2377
|   |   |   |   |   workclass = Private
|   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   occupation = Craft-repair: >50K (1.0)
|   |   |   |   |   |   occupation = Other-service: <=50K (3.0)
|   |   |   |   |   |   occupation = Sales: <=50K (0.0)
|   |   |   |   |   |   occupation = Exec-managerial: <=50K (1.0)
|   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.0)
|   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (1.0)
|   |   |   |   |   |   occupation = Adm-clerical: <=50K (4.0)
|   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   workclass = Self-emp-not-inc: <=50K (3.0)
|   |   |   |   |   workclass = Self-emp-inc: <=50K (1.0)
|   |   |   |   |   workclass = Federal-gov: <=50K (1.0)
|   |   |   |   |   workclass = Local-gov: >50K (1.0)
|   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   capital-loss > 2377: >50K (9.0)
|   |   education-num > 12
|   |   |   education-num <= 14
|   |   |   |   age <= 27
|   |   |   |   |   capital-loss <= 419: <=50K (931.0/12.0)
|   |   |   |   |   capital-loss > 419
|   |   |   |   |   |   capital-loss <= 2080: <=50K (21.0)
|   |   |   |   |   |   capital-loss > 2080
|   |   |   |   |   |   |   capital-loss <= 2282: >50K (3.0)
|   |   |   |   |   |   |   capital-loss > 2282: <=50K (2.0)
|   |   |   |   age > 27
|   |   |   |   |   hours-per-week <= 42
|   |   |   |   |   |   age <= 34
|   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (16.37/1.0)
|   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (8.18/1.0)
|   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (13.3)
|   |   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (14.34)
|   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 139127
|   |   |   |   |   |   |   |   |   |   |   |   age <= 30: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 30: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 139127: <=50K (15.45)
|   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (41.95)
|   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (28.4/1.0)
|   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 145656
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 145656: <=50K (13.8)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   race = Black: <=50K (7.2)
|   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (6.14)
|   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (5.12)
|   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (36.83)
|   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.02)
|   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (3.07)
|   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (2.05)
|   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (1.05)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Sales: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (4.2/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 176992: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 176992: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male: <=50K (4.4)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (2.1)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   race = Black: <=50K (7.74)
|   |   |   |   |   |   |   |   |   capital-loss > 653: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (13.34/1.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (2.05)
|   |   |   |   |   |   |   workclass = Federal-gov: <=50K (16.42/1.0)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (28.73)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (29.76)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   age > 34
|   |   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   |   age <= 45: <=50K (11.05)
|   |   |   |   |   |   |   |   |   age > 45: >50K (3.16/1.12)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (10.2/0.03)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (14.21/1.04)
|   |   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (2.11)
|   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Not-in-family: <=50K (13.27/1.05)
|   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 147510: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 147510: >50K (2.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (5.1/0.01)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.02/0.02)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (9.36)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (10.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 188616: <=50K (5.12/0.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 188616
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 38: <=50K (2.12/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 38: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 32: <=50K (2.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 32
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 38: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 38: <=50K (7.24/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (6.1/0.02)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   sex = Female: <=50K (2.03)
|   |   |   |   |   |   |   |   |   |   |   sex = Male: >50K (3.05/1.03)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (1.02/0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (6.1/0.02)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (2.0)
|   |   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (15.87/2.0)
|   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 41: <=50K (7.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 41
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 45: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 45: <=50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 39
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 36: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 36: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 39: <=50K (12.48)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-gain > 1506: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.01)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (5.93/0.93)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 810
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 202683: <=50K (6.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 202683: >50K (2.1/0.1)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 810: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (6.09)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Private: <=50K (27.55/9.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (4.1/1.03)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (2.05/0.02)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 36: >50K (4.07/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 36: <=50K (4.14)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = State-gov
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 39: <=50K (3.08/0.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 39
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 161400: <=50K (3.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 161400: >50K (3.08/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (4.0)
|   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (8.0)
|   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   race = Black: <=50K (10.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (4.0/0.01)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (3.06/0.01)
|   |   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   |   age <= 44: <=50K (39.37)
|   |   |   |   |   |   |   |   |   age > 44
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (6.15/0.15)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   age <= 60: >50K (2.3/0.3)
|   |   |   |   |   |   |   |   |   |   |   |   age > 60: <=50K (2.15)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Black: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (5.1/0.01)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (2.04/0.01)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (1.02/0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (4.08/0.01)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   |   |   native-country = England: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Puerto-Rico: <=50K (2.04/0.02)
|   |   |   |   |   |   |   native-country = Canada: <=50K (2.04/0.02)
|   |   |   |   |   |   |   native-country = Germany: <=50K (2.04/0.02)
|   |   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = India: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Japan: >50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   |   |   native-country = South: <=50K (2.04/0.02)
|   |   |   |   |   |   |   native-country = China: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Cuba: <=50K (3.06/0.02)
|   |   |   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Philippines: <=50K (4.09/1.03)
|   |   |   |   |   |   |   native-country = Italy: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Poland: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Vietnam: <=50K (2.04/0.02)
|   |   |   |   |   |   |   native-country = Mexico: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Dominican-Republic: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Taiwan: >50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Columbia: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Thailand: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Peru: <=50K (1.02/0.01)
|   |   |   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   occupation = Tech-support
|   |   |   |   |   |   |   |   fnlwgt <= 243380: <=50K (5.14/0.02)
|   |   |   |   |   |   |   |   fnlwgt > 243380: >50K (4.0/1.0)
|   |   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   |   education = Bachelors: <=50K (7.11/1.0)
|   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Masters: >50K (2.02/1.0)
|   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (9.14/0.02)
|   |   |   |   |   |   |   occupation = Sales
|   |   |   |   |   |   |   |   capital-gain <= 1086
|   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (3.18)
|   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 653: <=50K (5.31/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 653: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 810
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 111679: <=50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 111679: >50K (18.92/8.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 810: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (8.07/3.92)
|   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (2.07/0.92)
|   |   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   race = Other: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   race = Black: <=50K (3.14/1.0)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (6.1/1.02)
|   |   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.02/0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   |   relationship = Unmarried
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 55: <=50K (2.92)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 55: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   capital-gain > 1086: <=50K (5.0)
|   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   age <= 48
|   |   |   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1086
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 271837
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (3.19/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: <=50K (6.19/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 32: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (5.92/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 653: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 216181
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 29: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 29: <=50K (11.0/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 653: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 216181: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: >50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: >50K (2.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 271837: <=50K (9.92)
|   |   |   |   |   |   |   |   |   |   |   capital-gain > 1086: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (1.19)
|   |   |   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: <=50K (4.1)
|   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   age > 48
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   age <= 55: >50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   age > 55: <=50K (2.19/1.0)
|   |   |   |   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: >50K (2.19)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (7.11/1.02)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (4.06/1.01)
|   |   |   |   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (2.05)
|   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Masters: >50K (2.01/1.0)
|   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.05/0.01)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (4.06/0.01)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   race = White
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (20.43/2.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   age <= 35: <=50K (7.0)
|   |   |   |   |   |   |   |   |   |   |   |   age > 35: >50K (3.22/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   capital-gain <= 1086
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 63
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 880
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (3.22)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 106437: <=50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 106437: >50K (13.0/5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 47: >50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 47
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 118401: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 118401
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age <= 31: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   age > 31: >50K (4.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 880: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 63: <=50K (8.0)
|   |   |   |   |   |   |   |   |   |   |   capital-gain > 1086: <=50K (3.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 126402: <=50K (2.04)
|   |   |   |   |   |   |   |   |   |   |   fnlwgt > 126402: >50K (2.94/0.94)
|   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (2.02/0.02)
|   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (4.04/2.01)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (5.06/0.01)
|   |   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   |   capital-gain <= 1086
|   |   |   |   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Own-child: <=50K (3.12)
|   |   |   |   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   |   |   |   capital-loss <= 810
|   |   |   |   |   |   |   |   |   |   |   |   |   age <= 32: <=50K (11.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   age > 32
|   |   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 48: <=50K (2.12)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 48
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 194260: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 194260: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt <= 158776: >50K (2.12/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   fnlwgt > 158776: <=50K (6.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Masters: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   capital-loss > 810: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   capital-gain > 1086: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (10.11/1.03)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   race = Asian-Pac-Islander: <=50K (0.41)
|   |   |   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (2.0)
|   |   |   |   |   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   |   |   |   |   race = Black
|   |   |   |   |   |   |   |   |   sex = Female: <=50K (2.92)
|   |   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   |   fnlwgt <= 214738: <=50K (2.29)
|   |   |   |   |   |   |   |   |   |   fnlwgt > 214738: >50K (3.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Adm-clerical
|   |   |   |   |   |   |   |   hours-per-week <= 52: <=50K (15.27/0.05)
|   |   |   |   |   |   |   |   hours-per-week > 52
|   |   |   |   |   |   |   |   |   age <= 32: <=50K (2.05)
|   |   |   |   |   |   |   |   |   age > 32: >50K (4.0/1.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (5.08/0.01)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (3.05/0.01)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv
|   |   |   |   |   |   |   |   sex = Female: >50K (2.07/0.05)
|   |   |   |   |   |   |   |   sex = Male: <=50K (5.03/1.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   |   native-country = England: <=50K (2.05/0.01)
|   |   |   |   |   |   native-country = Puerto-Rico: <=50K (0.0)
|   |   |   |   |   |   native-country = Canada: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Germany: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   |   native-country = South: <=50K (0.0)
|   |   |   |   |   |   native-country = China: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Cuba: <=50K (2.05/0.01)
|   |   |   |   |   |   native-country = Iran: <=50K (2.05/0.01)
|   |   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   |   native-country = Philippines: <=50K (3.08/1.01)
|   |   |   |   |   |   native-country = Italy: >50K (1.03/0.02)
|   |   |   |   |   |   native-country = Poland: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   |   |   native-country = Mexico: <=50K (9.24/1.04)
|   |   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   |   native-country = France: <=50K (2.05/1.01)
|   |   |   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   |   native-country = Taiwan: <=50K (2.05/0.01)
|   |   |   |   |   |   native-country = Haiti: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Columbia: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Hungary: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   |   native-country = Nicaragua: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Scotland: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   |   |   native-country = Trinadad&Tobago: <=50K (1.03/0.0)
|   |   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   education-num > 14
|   |   |   |   age <= 32
|   |   |   |   |   native-country = United-States: <=50K (52.32/3.0)
|   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   native-country = England: <=50K (1.07)
|   |   |   |   |   native-country = Puerto-Rico: <=50K (0.0)
|   |   |   |   |   native-country = Canada: <=50K (2.14)
|   |   |   |   |   native-country = Germany: <=50K (2.14/1.0)
|   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   native-country = India: <=50K (2.14)
|   |   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   native-country = South: <=50K (0.0)
|   |   |   |   |   native-country = China: <=50K (0.0)
|   |   |   |   |   native-country = Cuba: <=50K (0.0)
|   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   native-country = Philippines: <=50K (0.0)
|   |   |   |   |   native-country = Italy: <=50K (2.14/1.0)
|   |   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   |   native-country = Mexico: >50K (1.07/0.07)
|   |   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   age > 32
|   |   |   |   |   capital-loss <= 653
|   |   |   |   |   |   native-country = United-States
|   |   |   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   |   |   occupation = Craft-repair: >50K (1.02/0.02)
|   |   |   |   |   |   |   occupation = Other-service: >50K (1.02/0.02)
|   |   |   |   |   |   |   occupation = Sales: >50K (0.0)
|   |   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   |   sex = Female: >50K (4.0)
|   |   |   |   |   |   |   |   sex = Male
|   |   |   |   |   |   |   |   |   fnlwgt <= 99452: <=50K (2.14/1.0)
|   |   |   |   |   |   |   |   |   fnlwgt > 99452: >50K (3.0)
|   |   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   |   relationship = Wife: >50K (0.0)
|   |   |   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   |   |   relationship = Husband: >50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   |   |   hours-per-week <= 52
|   |   |   |   |   |   |   |   |   |   |   age <= 52
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week <= 42: >50K (7.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   hours-per-week > 42
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Female: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   sex = Male: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   age > 52: <=50K (6.39)
|   |   |   |   |   |   |   |   |   |   hours-per-week > 52: >50K (4.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   age <= 40: >50K (5.88)
|   |   |   |   |   |   |   |   |   |   age > 40
|   |   |   |   |   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Prof-school: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Doctorate: <=50K (3.07)
|   |   |   |   |   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.89)
|   |   |   |   |   |   |   |   |   workclass = Federal-gov: >50K (5.08/1.08)
|   |   |   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.05/1.0)
|   |   |   |   |   |   |   |   |   workclass = State-gov: <=50K (6.1/1.0)
|   |   |   |   |   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (1.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: >50K (2.0/1.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: >50K (1.02/0.02)
|   |   |   |   |   |   |   occupation = Adm-clerical: >50K (0.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: >50K (0.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   native-country = Cambodia: >50K (0.0)
|   |   |   |   |   |   native-country = England: <=50K (2.08/0.03)
|   |   |   |   |   |   native-country = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   native-country = Canada: >50K (0.0)
|   |   |   |   |   |   native-country = Germany: >50K (0.0)
|   |   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   native-country = India: >50K (2.08/0.05)
|   |   |   |   |   |   native-country = Japan: >50K (1.04/0.03)
|   |   |   |   |   |   native-country = Greece: >50K (0.0)
|   |   |   |   |   |   native-country = South: >50K (0.0)
|   |   |   |   |   |   native-country = China: >50K (0.0)
|   |   |   |   |   |   native-country = Cuba: <=50K (1.04/0.01)
|   |   |   |   |   |   native-country = Iran: >50K (0.0)
|   |   |   |   |   |   native-country = Honduras: >50K (0.0)
|   |   |   |   |   |   native-country = Philippines: >50K (0.0)
|   |   |   |   |   |   native-country = Italy: >50K (1.04/0.03)
|   |   |   |   |   |   native-country = Poland: >50K (0.0)
|   |   |   |   |   |   native-country = Jamaica: >50K (0.0)
|   |   |   |   |   |   native-country = Vietnam: >50K (0.0)
|   |   |   |   |   |   native-country = Mexico: >50K (0.0)
|   |   |   |   |   |   native-country = Portugal: >50K (0.0)
|   |   |   |   |   |   native-country = Ireland: >50K (0.0)
|   |   |   |   |   |   native-country = France: <=50K (1.04/0.01)
|   |   |   |   |   |   native-country = Dominican-Republic: >50K (0.0)
|   |   |   |   |   |   native-country = Laos: >50K (0.0)
|   |   |   |   |   |   native-country = Ecuador: >50K (0.0)
|   |   |   |   |   |   native-country = Taiwan: >50K (1.04/0.03)
|   |   |   |   |   |   native-country = Haiti: >50K (0.0)
|   |   |   |   |   |   native-country = Columbia: >50K (0.0)
|   |   |   |   |   |   native-country = Hungary: >50K (0.0)
|   |   |   |   |   |   native-country = Guatemala: >50K (0.0)
|   |   |   |   |   |   native-country = Nicaragua: >50K (0.0)
|   |   |   |   |   |   native-country = Scotland: >50K (0.0)
|   |   |   |   |   |   native-country = Thailand: >50K (0.0)
|   |   |   |   |   |   native-country = Yugoslavia: >50K (0.0)
|   |   |   |   |   |   native-country = El-Salvador: >50K (0.0)
|   |   |   |   |   |   native-country = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   native-country = Peru: >50K (0.0)
|   |   |   |   |   |   native-country = Hong: >50K (0.0)
|   |   |   |   |   |   native-country = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   capital-loss > 653: >50K (11.0)
|   marital-status = Separated
|   |   education-num <= 12
|   |   |   hours-per-week <= 41
|   |   |   |   sex = Female
|   |   |   |   |   workclass = Private: <=50K (420.24)
|   |   |   |   |   workclass = Self-emp-not-inc: <=50K (9.8)
|   |   |   |   |   workclass = Self-emp-inc: <=50K (3.27)
|   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   education = Some-college: <=50K (2.1)
|   |   |   |   |   |   education = 11th: <=50K (0.02)
|   |   |   |   |   |   education = HS-grad: <=50K (7.51)
|   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   education = Assoc-voc: <=50K (1.05)
|   |   |   |   |   |   education = 9th: <=50K (0.02)
|   |   |   |   |   |   education = 7th-8th: <=50K (0.1)
|   |   |   |   |   |   education = 12th: <=50K (0.07)
|   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   education = 1st-4th: <=50K (0.02)
|   |   |   |   |   |   education = 10th: <=50K (0.07)
|   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   workclass = Local-gov: <=50K (22.86)
|   |   |   |   |   workclass = State-gov: <=50K (22.86)
|   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   sex = Male: <=50K (239.0/4.0)
|   |   |   hours-per-week > 41
|   |   |   |   sex = Female
|   |   |   |   |   native-country = United-States: <=50K (58.84/2.0)
|   |   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   |   native-country = England: <=50K (0.0)
|   |   |   |   |   native-country = Puerto-Rico: <=50K (1.01)
|   |   |   |   |   native-country = Canada: <=50K (0.0)
|   |   |   |   |   native-country = Germany: <=50K (0.0)
|   |   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   |   native-country = India: <=50K (0.0)
|   |   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   |   native-country = South: <=50K (1.01)
|   |   |   |   |   native-country = China: <=50K (1.01)
|   |   |   |   |   native-country = Cuba: <=50K (1.01)
|   |   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   |   native-country = Philippines: <=50K (0.0)
|   |   |   |   |   native-country = Italy: <=50K (1.01)
|   |   |   |   |   native-country = Poland: <=50K (0.0)
|   |   |   |   |   native-country = Jamaica: <=50K (2.03)
|   |   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   |   native-country = Mexico: <=50K (1.01)
|   |   |   |   |   native-country = Portugal: >50K (1.01/0.01)
|   |   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   |   native-country = Columbia: <=50K (1.01)
|   |   |   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   |   native-country = Thailand: <=50K (0.0)
|   |   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   |   native-country = Peru: <=50K (1.01)
|   |   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   |   sex = Male
|   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   education = Some-college
|   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   |   fnlwgt <= 133299: >50K (2.19/0.19)
|   |   |   |   |   |   |   fnlwgt > 133299: <=50K (3.0/1.0)
|   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   occupation = Sales: <=50K (8.31/1.0)
|   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   fnlwgt <= 167581: >50K (2.15/0.15)
|   |   |   |   |   |   |   fnlwgt > 167581: <=50K (2.0)
|   |   |   |   |   |   occupation = Prof-specialty: <=50K (1.04)
|   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (2.08)
|   |   |   |   |   |   occupation = Machine-op-inspct: >50K (1.04/0.04)
|   |   |   |   |   |   occupation = Adm-clerical: <=50K (1.04)
|   |   |   |   |   |   occupation = Farming-fishing: <=50K (1.04)
|   |   |   |   |   |   occupation = Transport-moving: >50K (1.04/0.04)
|   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Protective-serv: <=50K (2.08)
|   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   education = 11th: <=50K (3.0)
|   |   |   |   |   education = HS-grad
|   |   |   |   |   |   race = White: <=50K (29.0/2.0)
|   |   |   |   |   |   race = Asian-Pac-Islander: >50K (1.0)
|   |   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   |   |   race = Black: <=50K (4.0)
|   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   education = Assoc-acdm: <=50K (5.0)
|   |   |   |   |   education = Assoc-voc
|   |   |   |   |   |   fnlwgt <= 168443: <=50K (2.0)
|   |   |   |   |   |   fnlwgt > 168443: >50K (3.0/1.0)
|   |   |   |   |   education = 9th: <=50K (2.0)
|   |   |   |   |   education = 7th-8th: <=50K (2.0)
|   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   education = 1st-4th: <=50K (1.0)
|   |   |   |   |   education = 10th: <=50K (4.0/1.0)
|   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   education = 5th-6th: <=50K (2.0)
|   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   education-num > 12
|   |   |   education = Bachelors
|   |   |   |   race = White
|   |   |   |   |   occupation = Tech-support: <=50K (4.06)
|   |   |   |   |   occupation = Craft-repair: <=50K (8.12)
|   |   |   |   |   occupation = Other-service: <=50K (3.05)
|   |   |   |   |   occupation = Sales
|   |   |   |   |   |   age <= 36: >50K (2.0)
|   |   |   |   |   |   age > 36: <=50K (6.12/1.0)
|   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   fnlwgt <= 296618: <=50K (12.21/1.0)
|   |   |   |   |   |   fnlwgt > 296618: >50K (2.0)
|   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   capital-gain <= 4687
|   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   workclass = Private: <=50K (3.09)
|   |   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Self-emp-inc: <=50K (1.03)
|   |   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.03)
|   |   |   |   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   |   |   |   fnlwgt <= 142581: <=50K (3.0)
|   |   |   |   |   |   |   |   |   fnlwgt > 142581: >50K (3.18/1.18)
|   |   |   |   |   |   |   |   workclass = State-gov: <=50K (2.06)
|   |   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   relationship = Unmarried: <=50K (9.0)
|   |   |   |   |   |   capital-gain > 4687: >50K (3.0/1.0)
|   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   occupation = Adm-clerical: <=50K (3.05)
|   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   race = Asian-Pac-Islander: <=50K (6.0/2.0)
|   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   race = Black: <=50K (14.0)
|   |   |   education = Some-college: <=50K (0.0)
|   |   |   education = 11th: <=50K (0.0)
|   |   |   education = HS-grad: <=50K (0.0)
|   |   |   education = Prof-school
|   |   |   |   fnlwgt <= 129246: <=50K (2.0)
|   |   |   |   fnlwgt > 129246: >50K (6.0)
|   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   education = 9th: <=50K (0.0)
|   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   education = 12th: <=50K (0.0)
|   |   |   education = Masters
|   |   |   |   sex = Female
|   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   relationship = Own-child: <=50K (1.0)
|   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   fnlwgt <= 200892: <=50K (2.0)
|   |   |   |   |   |   fnlwgt > 200892: >50K (2.0)
|   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   relationship = Unmarried: <=50K (9.0)
|   |   |   |   sex = Male
|   |   |   |   |   occupation = Tech-support: >50K (0.0)
|   |   |   |   |   occupation = Craft-repair: >50K (0.0)
|   |   |   |   |   occupation = Other-service: >50K (0.0)
|   |   |   |   |   occupation = Sales: >50K (0.0)
|   |   |   |   |   occupation = Exec-managerial: >50K (4.0)
|   |   |   |   |   occupation = Prof-specialty: <=50K (3.0/1.0)
|   |   |   |   |   occupation = Handlers-cleaners: >50K (0.0)
|   |   |   |   |   occupation = Machine-op-inspct: >50K (0.0)
|   |   |   |   |   occupation = Adm-clerical: >50K (0.0)
|   |   |   |   |   occupation = Farming-fishing: >50K (0.0)
|   |   |   |   |   occupation = Transport-moving: >50K (0.0)
|   |   |   |   |   occupation = Priv-house-serv: >50K (0.0)
|   |   |   |   |   occupation = Protective-serv: >50K (0.0)
|   |   |   |   |   occupation = Armed-Forces: >50K (0.0)
|   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   education = 10th: <=50K (0.0)
|   |   |   education = Doctorate
|   |   |   |   fnlwgt <= 192286: <=50K (3.0)
|   |   |   |   fnlwgt > 192286: >50K (4.0)
|   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   education = Preschool: <=50K (0.0)
|   marital-status = Widowed
|   |   education-num <= 11
|   |   |   sex = Female
|   |   |   |   native-country = United-States
|   |   |   |   |   race = White
|   |   |   |   |   |   occupation = Tech-support: <=50K (10.87/1.02)
|   |   |   |   |   |   occupation = Craft-repair: <=50K (14.49/0.03)
|   |   |   |   |   |   occupation = Other-service: <=50K (115.43/1.22)
|   |   |   |   |   |   occupation = Sales: <=50K (77.27/6.15)
|   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   |   |   |   age <= 51: >50K (3.09/1.09)
|   |   |   |   |   |   |   |   |   age > 51: <=50K (6.38)
|   |   |   |   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   relationship = Unmarried: <=50K (6.38)
|   |   |   |   |   |   |   education = 11th: <=50K (1.28)
|   |   |   |   |   |   |   education = HS-grad: <=50K (22.63/1.09)
|   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-voc: <=50K (6.13)
|   |   |   |   |   |   |   education = 9th: <=50K (0.28)
|   |   |   |   |   |   |   education = 7th-8th: <=50K (0.84)
|   |   |   |   |   |   |   education = 12th: <=50K (1.0)
|   |   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   education = 10th: >50K (1.28/0.28)
|   |   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   education = 5th-6th: <=50K (0.19)
|   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   occupation = Prof-specialty: <=50K (25.35/0.05)
|   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (13.28/0.03)
|   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (32.6/0.06)
|   |   |   |   |   |   occupation = Adm-clerical: <=50K (149.72/3.29)
|   |   |   |   |   |   occupation = Farming-fishing: <=50K (12.07/0.02)
|   |   |   |   |   |   occupation = Transport-moving: <=50K (7.24/0.01)
|   |   |   |   |   |   occupation = Priv-house-serv: <=50K (13.28/0.03)
|   |   |   |   |   |   occupation = Protective-serv: <=50K (2.41/0.0)
|   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   race = Asian-Pac-Islander: <=50K (8.0/1.0)
|   |   |   |   |   race = Amer-Indian-Eskimo: <=50K (9.0)
|   |   |   |   |   race = Other: <=50K (1.0)
|   |   |   |   |   race = Black: <=50K (97.92)
|   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   native-country = England: <=50K (4.04)
|   |   |   |   native-country = Puerto-Rico: <=50K (3.03)
|   |   |   |   native-country = Canada: <=50K (3.03)
|   |   |   |   native-country = Germany: <=50K (4.04)
|   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (1.01)
|   |   |   |   native-country = India: >50K (1.01/0.01)
|   |   |   |   native-country = Japan: <=50K (0.0)
|   |   |   |   native-country = Greece: >50K (1.01/0.01)
|   |   |   |   native-country = South: <=50K (3.03)
|   |   |   |   native-country = China: <=50K (1.01)
|   |   |   |   native-country = Cuba: <=50K (2.02)
|   |   |   |   native-country = Iran: <=50K (0.0)
|   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   native-country = Philippines: <=50K (2.02)
|   |   |   |   native-country = Italy: <=50K (3.03)
|   |   |   |   native-country = Poland: <=50K (2.02)
|   |   |   |   native-country = Jamaica: <=50K (1.01)
|   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   native-country = Mexico: <=50K (7.07)
|   |   |   |   native-country = Portugal: <=50K (2.02)
|   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   native-country = Dominican-Republic: <=50K (1.01)
|   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   native-country = Ecuador: <=50K (1.01)
|   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   native-country = Haiti: <=50K (2.02)
|   |   |   |   native-country = Columbia: <=50K (2.02)
|   |   |   |   native-country = Hungary: <=50K (1.01)
|   |   |   |   native-country = Guatemala: <=50K (2.02)
|   |   |   |   native-country = Nicaragua: <=50K (2.02)
|   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   native-country = Thailand: <=50K (1.01)
|   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   native-country = El-Salvador: <=50K (3.03)
|   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   sex = Male
|   |   |   |   race = White
|   |   |   |   |   hours-per-week <= 33: <=50K (39.0)
|   |   |   |   |   hours-per-week > 33
|   |   |   |   |   |   education = Bachelors: <=50K (0.0)
|   |   |   |   |   |   education = Some-college
|   |   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Craft-repair: <=50K (2.0)
|   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Sales: >50K (4.0/1.0)
|   |   |   |   |   |   |   occupation = Exec-managerial: <=50K (4.0/1.0)
|   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (2.0)
|   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Farming-fishing: >50K (1.0)
|   |   |   |   |   |   |   occupation = Transport-moving: <=50K (1.0)
|   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   education = 11th: <=50K (1.0)
|   |   |   |   |   |   education = HS-grad
|   |   |   |   |   |   |   workclass = Private
|   |   |   |   |   |   |   |   occupation = Tech-support: <=50K (1.11)
|   |   |   |   |   |   |   |   occupation = Craft-repair: <=50K (4.44/1.0)
|   |   |   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Sales: <=50K (3.33)
|   |   |   |   |   |   |   |   occupation = Exec-managerial: >50K (3.33/1.33)
|   |   |   |   |   |   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (1.11)
|   |   |   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (3.33)
|   |   |   |   |   |   |   |   occupation = Adm-clerical: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Transport-moving: <=50K (7.78/1.0)
|   |   |   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   occupation = Protective-serv: <=50K (1.11)
|   |   |   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (8.89/1.0)
|   |   |   |   |   |   |   workclass = Self-emp-inc: >50K (1.11/0.11)
|   |   |   |   |   |   |   workclass = Federal-gov: <=50K (1.11)
|   |   |   |   |   |   |   workclass = Local-gov: <=50K (3.33/1.0)
|   |   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   education = Assoc-voc: <=50K (1.0)
|   |   |   |   |   |   education = 9th: >50K (2.0)
|   |   |   |   |   |   education = 7th-8th: <=50K (4.0/1.0)
|   |   |   |   |   |   education = 12th: <=50K (1.0)
|   |   |   |   |   |   education = Masters: <=50K (0.0)
|   |   |   |   |   |   education = 1st-4th: <=50K (1.0)
|   |   |   |   |   |   education = 10th: <=50K (5.0)
|   |   |   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   race = Asian-Pac-Islander: >50K (1.0)
|   |   |   |   race = Amer-Indian-Eskimo: <=50K (2.0)
|   |   |   |   race = Other: <=50K (2.0)
|   |   |   |   race = Black: <=50K (17.0)
|   |   education-num > 11
|   |   |   sex = Female
|   |   |   |   native-country = United-States
|   |   |   |   |   workclass = Private
|   |   |   |   |   |   occupation = Tech-support: <=50K (4.5/0.04)
|   |   |   |   |   |   occupation = Craft-repair: <=50K (1.13/0.01)
|   |   |   |   |   |   occupation = Other-service: <=50K (9.0/1.08)
|   |   |   |   |   |   occupation = Sales: <=50K (2.25/0.02)
|   |   |   |   |   |   occupation = Exec-managerial
|   |   |   |   |   |   |   education = Bachelors: <=50K (5.5/0.08)
|   |   |   |   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   education = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   education = Assoc-acdm: <=50K (2.25/1.0)
|   |   |   |   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   |   |   |   education = Masters: >50K (1.17/0.17)
|   |   |   |   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   |   |   |   education = Doctorate: <=50K (0.08)
|   |   |   |   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   |   |   |   occupation = Prof-specialty
|   |   |   |   |   |   |   age <= 35: >50K (2.0)
|   |   |   |   |   |   |   age > 35: <=50K (17.13/1.18)
|   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (1.02/0.01)
|   |   |   |   |   |   occupation = Adm-clerical: <=50K (10.13/0.09)
|   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   workclass = Self-emp-not-inc
|   |   |   |   |   |   hours-per-week <= 37: <=50K (2.43)
|   |   |   |   |   |   hours-per-week > 37: >50K (4.21/1.25)
|   |   |   |   |   workclass = Self-emp-inc: <=50K (6.65/0.06)
|   |   |   |   |   workclass = Federal-gov
|   |   |   |   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   |   |   |   occupation = Craft-repair: <=50K (0.0)
|   |   |   |   |   |   occupation = Other-service: <=50K (0.0)
|   |   |   |   |   |   occupation = Sales: <=50K (0.0)
|   |   |   |   |   |   occupation = Exec-managerial: >50K (1.13/0.11)
|   |   |   |   |   |   occupation = Prof-specialty: <=50K (3.38/0.03)
|   |   |   |   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   |   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   |   |   |   occupation = Adm-clerical: <=50K (2.25/0.02)
|   |   |   |   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   |   |   |   occupation = Transport-moving: <=50K (0.0)
|   |   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   |   |   workclass = Local-gov
|   |   |   |   |   |   hours-per-week <= 58: <=50K (25.01/2.25)
|   |   |   |   |   |   hours-per-week > 58: >50K (2.0)
|   |   |   |   |   workclass = State-gov: <=50K (4.5/0.04)
|   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   |   native-country = England: <=50K (0.0)
|   |   |   |   native-country = Puerto-Rico: <=50K (1.03/0.01)
|   |   |   |   native-country = Canada: <=50K (0.0)
|   |   |   |   native-country = Germany: <=50K (0.0)
|   |   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   |   native-country = India: <=50K (1.03/0.01)
|   |   |   |   native-country = Japan: <=50K (1.03/0.01)
|   |   |   |   native-country = Greece: <=50K (0.0)
|   |   |   |   native-country = South: <=50K (0.0)
|   |   |   |   native-country = China: <=50K (0.0)
|   |   |   |   native-country = Cuba: <=50K (2.05/0.02)
|   |   |   |   native-country = Iran: <=50K (1.03/0.01)
|   |   |   |   native-country = Honduras: <=50K (0.0)
|   |   |   |   native-country = Philippines: <=50K (1.03/0.01)
|   |   |   |   native-country = Italy: <=50K (1.03/0.01)
|   |   |   |   native-country = Poland: >50K (1.03/0.02)
|   |   |   |   native-country = Jamaica: <=50K (0.0)
|   |   |   |   native-country = Vietnam: <=50K (0.0)
|   |   |   |   native-country = Mexico: <=50K (0.0)
|   |   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   |   native-country = France: <=50K (0.0)
|   |   |   |   native-country = Dominican-Republic: <=50K (0.0)
|   |   |   |   native-country = Laos: <=50K (0.0)
|   |   |   |   native-country = Ecuador: <=50K (0.0)
|   |   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   |   native-country = Haiti: <=50K (0.0)
|   |   |   |   native-country = Columbia: <=50K (0.0)
|   |   |   |   native-country = Hungary: <=50K (1.03/0.01)
|   |   |   |   native-country = Guatemala: <=50K (0.0)
|   |   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   |   native-country = Thailand: <=50K (1.03/0.01)
|   |   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   |   native-country = El-Salvador: <=50K (0.0)
|   |   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   |   native-country = Peru: <=50K (0.0)
|   |   |   |   native-country = Hong: <=50K (0.0)
|   |   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   |   sex = Male
|   |   |   |   race = White
|   |   |   |   |   workclass = Private
|   |   |   |   |   |   hours-per-week <= 27: <=50K (2.96)
|   |   |   |   |   |   hours-per-week > 27
|   |   |   |   |   |   |   education = Bachelors: >50K (4.0)
|   |   |   |   |   |   |   education = Some-college: >50K (0.0)
|   |   |   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   |   |   education = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   education = Prof-school: <=50K (1.0)
|   |   |   |   |   |   |   education = Assoc-acdm: >50K (1.0)
|   |   |   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   |   |   education = Masters: >50K (2.0/1.0)
|   |   |   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   |   |   education = Doctorate: >50K (1.0)
|   |   |   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   education = Preschool: >50K (0.0)
|   |   |   |   |   workclass = Self-emp-not-inc: >50K (3.26/1.26)
|   |   |   |   |   workclass = Self-emp-inc: >50K (1.09/0.09)
|   |   |   |   |   workclass = Federal-gov: >50K (3.26/0.26)
|   |   |   |   |   workclass = Local-gov: <=50K (3.26/1.0)
|   |   |   |   |   workclass = State-gov: <=50K (2.17)
|   |   |   |   |   workclass = Without-pay: >50K (0.0)
|   |   |   |   |   workclass = Never-worked: >50K (0.0)
|   |   |   |   race = Asian-Pac-Islander: <=50K (3.0)
|   |   |   |   race = Amer-Indian-Eskimo: <=50K (0.0)
|   |   |   |   race = Other: <=50K (0.0)
|   |   |   |   race = Black: <=50K (1.0)
|   marital-status = Married-spouse-absent
|   |   education-num <= 12
|   |   |   native-country = United-States
|   |   |   |   sex = Female: <=50K (108.61/1.0)
|   |   |   |   sex = Male
|   |   |   |   |   occupation = Tech-support: <=50K (2.22/0.03)
|   |   |   |   |   occupation = Craft-repair
|   |   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   |   relationship = Not-in-family: <=50K (14.59/1.27)
|   |   |   |   |   |   relationship = Other-relative: <=50K (3.0)
|   |   |   |   |   |   relationship = Unmarried: <=50K (4.53/1.0)
|   |   |   |   |   occupation = Other-service: <=50K (3.57/0.04)
|   |   |   |   |   occupation = Sales: <=50K (8.45/0.1)
|   |   |   |   |   occupation = Exec-managerial: <=50K (2.22/0.03)
|   |   |   |   |   occupation = Prof-specialty: <=50K (7.77/1.09)
|   |   |   |   |   occupation = Handlers-cleaners: <=50K (8.45/0.1)
|   |   |   |   |   occupation = Machine-op-inspct: <=50K (5.12/1.06)
|   |   |   |   |   occupation = Adm-clerical: <=50K (4.44/0.05)
|   |   |   |   |   occupation = Farming-fishing: <=50K (11.1/0.13)
|   |   |   |   |   occupation = Transport-moving: <=50K (8.01/0.09)
|   |   |   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   occupation = Protective-serv: <=50K (2.22/0.03)
|   |   |   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   |   native-country = Cambodia: <=50K (0.0)
|   |   |   native-country = England: <=50K (0.0)
|   |   |   native-country = Puerto-Rico: <=50K (8.31)
|   |   |   native-country = Canada: <=50K (2.08)
|   |   |   native-country = Germany: <=50K (2.08)
|   |   |   native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
|   |   |   native-country = India
|   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   relationship = Own-child: <=50K (3.0)
|   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   relationship = Not-in-family: <=50K (2.17)
|   |   |   |   relationship = Other-relative: >50K (1.04/0.04)
|   |   |   |   relationship = Unmarried: <=50K (0.02)
|   |   |   native-country = Japan: >50K (1.04/0.04)
|   |   |   native-country = Greece: <=50K (0.0)
|   |   |   native-country = South: <=50K (2.08)
|   |   |   native-country = China: <=50K (3.12)
|   |   |   native-country = Cuba: <=50K (2.08)
|   |   |   native-country = Iran: <=50K (1.04)
|   |   |   native-country = Honduras: <=50K (2.08)
|   |   |   native-country = Philippines: <=50K (6.23)
|   |   |   native-country = Italy: <=50K (2.08/1.0)
|   |   |   native-country = Poland: <=50K (5.19)
|   |   |   native-country = Jamaica: <=50K (6.23)
|   |   |   native-country = Vietnam: <=50K (1.04)
|   |   |   native-country = Mexico: <=50K (38.44)
|   |   |   native-country = Portugal: <=50K (0.0)
|   |   |   native-country = Ireland: <=50K (0.0)
|   |   |   native-country = France: <=50K (1.04)
|   |   |   native-country = Dominican-Republic: <=50K (9.35)
|   |   |   native-country = Laos: <=50K (1.04)
|   |   |   native-country = Ecuador: <=50K (1.04)
|   |   |   native-country = Taiwan: <=50K (0.0)
|   |   |   native-country = Haiti: <=50K (4.16)
|   |   |   native-country = Columbia: <=50K (4.16)
|   |   |   native-country = Hungary: <=50K (0.0)
|   |   |   native-country = Guatemala: <=50K (7.27)
|   |   |   native-country = Nicaragua: <=50K (0.0)
|   |   |   native-country = Scotland: <=50K (0.0)
|   |   |   native-country = Thailand: <=50K (2.08)
|   |   |   native-country = Yugoslavia: <=50K (0.0)
|   |   |   native-country = El-Salvador: <=50K (5.19)
|   |   |   native-country = Trinadad&Tobago: <=50K (0.0)
|   |   |   native-country = Peru: <=50K (1.04)
|   |   |   native-country = Hong: <=50K (0.0)
|   |   |   native-country = Holand-Netherlands: <=50K (0.0)
|   |   education-num > 12
|   |   |   occupation = Tech-support: <=50K (3.3)
|   |   |   occupation = Craft-repair: <=50K (5.49/1.0)
|   |   |   occupation = Other-service: <=50K (6.59)
|   |   |   occupation = Sales
|   |   |   |   hours-per-week <= 60: <=50K (4.59/1.0)
|   |   |   |   hours-per-week > 60: >50K (2.0)
|   |   |   occupation = Exec-managerial
|   |   |   |   education = Bachelors
|   |   |   |   |   relationship = Wife: <=50K (0.0)
|   |   |   |   |   relationship = Own-child: <=50K (0.0)
|   |   |   |   |   relationship = Husband: <=50K (0.0)
|   |   |   |   |   relationship = Not-in-family
|   |   |   |   |   |   workclass = Private: >50K (3.33/1.33)
|   |   |   |   |   |   workclass = Self-emp-not-inc: <=50K (3.33/1.0)
|   |   |   |   |   |   workclass = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   workclass = Federal-gov: <=50K (3.33/1.0)
|   |   |   |   |   |   workclass = Local-gov: <=50K (0.0)
|   |   |   |   |   |   workclass = State-gov: <=50K (0.0)
|   |   |   |   |   |   workclass = Without-pay: <=50K (0.0)
|   |   |   |   |   |   workclass = Never-worked: <=50K (0.0)
|   |   |   |   |   relationship = Other-relative: <=50K (0.0)
|   |   |   |   |   relationship = Unmarried: <=50K (3.2)
|   |   |   |   education = Some-college: <=50K (0.0)
|   |   |   |   education = 11th: <=50K (0.0)
|   |   |   |   education = HS-grad: <=50K (0.0)
|   |   |   |   education = Prof-school: <=50K (0.2)
|   |   |   |   education = Assoc-acdm: <=50K (0.0)
|   |   |   |   education = Assoc-voc: <=50K (0.0)
|   |   |   |   education = 9th: <=50K (0.0)
|   |   |   |   education = 7th-8th: <=50K (0.0)
|   |   |   |   education = 12th: <=50K (0.0)
|   |   |   |   education = Masters
|   |   |   |   |   fnlwgt <= 144182: <=50K (2.2/1.0)
|   |   |   |   |   fnlwgt > 144182: >50K (2.0)
|   |   |   |   education = 1st-4th: <=50K (0.0)
|   |   |   |   education = 10th: <=50K (0.0)
|   |   |   |   education = Doctorate: <=50K (0.0)
|   |   |   |   education = 5th-6th: <=50K (0.0)
|   |   |   |   education = Preschool: <=50K (0.0)
|   |   |   occupation = Prof-specialty
|   |   |   |   hours-per-week <= 37
|   |   |   |   |   age <= 47: <=50K (3.72)
|   |   |   |   |   age > 47: >50K (4.36/0.36)
|   |   |   |   hours-per-week > 37: <=50K (23.79/1.0)
|   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   occupation = Machine-op-inspct: <=50K (1.1)
|   |   |   occupation = Adm-clerical: <=50K (10.99)
|   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   occupation = Transport-moving: <=50K (4.4)
|   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   occupation = Protective-serv: <=50K (1.1)
|   |   |   occupation = Armed-Forces: <=50K (0.0)
|   marital-status = Married-AF-spouse
|   |   education = Bachelors: >50K (3.0)
|   |   education = Some-college: >50K (3.0/1.0)
|   |   education = 11th: <=50K (0.0)
|   |   education = HS-grad
|   |   |   occupation = Tech-support: <=50K (0.0)
|   |   |   occupation = Craft-repair: >50K (3.25/1.25)
|   |   |   occupation = Other-service: <=50K (3.25/1.0)
|   |   |   occupation = Sales: <=50K (2.17)
|   |   |   occupation = Exec-managerial: <=50K (0.0)
|   |   |   occupation = Prof-specialty: <=50K (0.0)
|   |   |   occupation = Handlers-cleaners: <=50K (0.0)
|   |   |   occupation = Machine-op-inspct: <=50K (0.0)
|   |   |   occupation = Adm-clerical: <=50K (3.25)
|   |   |   occupation = Farming-fishing: <=50K (0.0)
|   |   |   occupation = Transport-moving: <=50K (1.08)
|   |   |   occupation = Priv-house-serv: <=50K (0.0)
|   |   |   occupation = Protective-serv: <=50K (0.0)
|   |   |   occupation = Armed-Forces: <=50K (0.0)
|   |   education = Prof-school: <=50K (0.0)
|   |   education = Assoc-acdm: <=50K (2.0)
|   |   education = Assoc-voc: >50K (1.0)
|   |   education = 9th: <=50K (0.0)
|   |   education = 7th-8th: <=50K (0.0)
|   |   education = 12th: <=50K (0.0)
|   |   education = Masters: <=50K (0.0)
|   |   education = 1st-4th: <=50K (0.0)
|   |   education = 10th: <=50K (0.0)
|   |   education = Doctorate: <=50K (0.0)
|   |   education = 5th-6th: <=50K (0.0)
|   |   education = Preschool: <=50K (0.0)
capital-gain > 6849
|   education-num <= 10
|   |   hours-per-week <= 35
|   |   |   age <= 27: <=50K (5.0)
|   |   |   age > 27
|   |   |   |   hours-per-week <= 34: >50K (29.0)
|   |   |   |   hours-per-week > 34
|   |   |   |   |   education = Bachelors: >50K (0.0)
|   |   |   |   |   education = Some-college: <=50K (2.0)
|   |   |   |   |   education = 11th: >50K (0.0)
|   |   |   |   |   education = HS-grad
|   |   |   |   |   |   relationship = Wife: >50K (2.0)
|   |   |   |   |   |   relationship = Own-child: >50K (1.0)
|   |   |   |   |   |   relationship = Husband: >50K (4.0)
|   |   |   |   |   |   relationship = Not-in-family: >50K (3.0)
|   |   |   |   |   |   relationship = Other-relative: >50K (0.0)
|   |   |   |   |   |   relationship = Unmarried: <=50K (2.0)
|   |   |   |   |   education = Prof-school: >50K (0.0)
|   |   |   |   |   education = Assoc-acdm: >50K (0.0)
|   |   |   |   |   education = Assoc-voc: >50K (0.0)
|   |   |   |   |   education = 9th: >50K (0.0)
|   |   |   |   |   education = 7th-8th: >50K (0.0)
|   |   |   |   |   education = 12th: >50K (0.0)
|   |   |   |   |   education = Masters: >50K (0.0)
|   |   |   |   |   education = 1st-4th: >50K (0.0)
|   |   |   |   |   education = 10th: >50K (0.0)
|   |   |   |   |   education = Doctorate: >50K (0.0)
|   |   |   |   |   education = 5th-6th: >50K (0.0)
|   |   |   |   |   education = Preschool: >50K (0.0)
|   |   hours-per-week > 35
|   |   |   age <= 60
|   |   |   |   marital-status = Married-civ-spouse: >50K (313.0)
|   |   |   |   marital-status = Divorced
|   |   |   |   |   capital-gain <= 7978: <=50K (4.0/1.0)
|   |   |   |   |   capital-gain > 7978: >50K (29.0/1.0)
|   |   |   |   marital-status = Never-married: >50K (31.0)
|   |   |   |   marital-status = Separated: >50K (5.0)
|   |   |   |   marital-status = Widowed: >50K (2.0)
|   |   |   |   marital-status = Married-spouse-absent: >50K (0.0)
|   |   |   |   marital-status = Married-AF-spouse: >50K (0.0)
|   |   |   age > 60
|   |   |   |   marital-status = Married-civ-spouse
|   |   |   |   |   capital-gain <= 9562: >50K (16.0)
|   |   |   |   |   capital-gain > 9562
|   |   |   |   |   |   capital-gain <= 10566: <=50K (4.0)
|   |   |   |   |   |   capital-gain > 10566: >50K (12.0/1.0)
|   |   |   |   marital-status = Divorced: >50K (3.0)
|   |   |   |   marital-status = Never-married: >50K (2.0)
|   |   |   |   marital-status = Separated: >50K (0.0)
|   |   |   |   marital-status = Widowed: >50K (5.0)
|   |   |   |   marital-status = Married-spouse-absent: >50K (0.0)
|   |   |   |   marital-status = Married-AF-spouse: >50K (0.0)
|   education-num > 10: >50K (925.0/2.0)

Number of Leaves  : 	6812

Size of the tree : 	7976



=== Error on training data ===

Correctly Classified Instances       29631               91.0015 %
Incorrectly Classified Instances      2930                8.9985 %
Mean absolute error                      0.1277
Root mean squared error                  0.2509
Relative absolute error                 34.9233 %
Root relative squared error             58.6762 %
Total Number of Instances            32561     


=== Confusion Matrix ===

     a     b   <-- classified as
  6092  1749 |     a = >50K
  1181 23539 |     b = <=50K


=== Error on test data ===

Correctly Classified Instances       13724               84.2946 %
Incorrectly Classified Instances      2557               15.7054 %
Mean absolute error                      0.1841
Root mean squared error                  0.3491
Relative absolute error                 50.6803 %
Root relative squared error             82.1735 %
Total Number of Instances            16281     


=== Confusion Matrix ===

     a     b   <-- classified as
  2435  1411 |     a = >50K
  1146 11289 |     b = <=50K


by: Keith A. Pray
Last Modified: July 4, 2004 8:58 AM
© 2004 - 1975 Keith A. Pray.
All rights reserved.

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