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Other Experiments
Options: -R
J48 pruned tree
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capital-gain <= 6849
| marital-status = Married-civ-spouse
| | capital-loss <= 1762
| | | education-num <= 12
| | | | education-num <= 7
| | | | | native-country = United-States
| | | | | | occupation = Tech-support: <=50K (3.26/1.01)
| | | | | | occupation = Craft-repair: <=50K (219.7/26.63)
| | | | | | occupation = Other-service
| | | | | | | race = White: <=50K (57.63/0.28)
| | | | | | | race = Asian-Pac-Islander: <=50K (1.78)
| | | | | | | race = Amer-Indian-Eskimo: <=50K (0.09)
| | | | | | | race = Other: <=50K (0.19)
| | | | | | | race = Black
| | | | | | | | relationship = Wife
| | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | education = Some-college: <=50K (0.0)
| | | | | | | | | education = 11th: >50K (2.0/1.0)
| | | | | | | | | 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 (1.0)
| | | | | | | | | 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 (2.0)
| | | | | | | | | education = Doctorate: <=50K (0.0)
| | | | | | | | | education = 5th-6th: <=50K (0.0)
| | | | | | | | | education = Preschool: <=50K (0.0)
| | | | | | | | relationship = Own-child: <=50K (0.09)
| | | | | | | | relationship = Husband: <=50K (6.28)
| | | | | | | | relationship = Not-in-family: <=50K (0.0)
| | | | | | | | relationship = Other-relative: <=50K (1.0)
| | | | | | | | relationship = Unmarried: <=50K (0.0)
| | | | | | occupation = Sales
| | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | education = Some-college: <=50K (0.0)
| | | | | | | education = 11th: <=50K (15.67/2.0)
| | | | | | | 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 <= 45: <=50K (3.51/0.06)
| | | | | | | | hours-per-week > 45: >50K (2.13/0.13)
| | | | | | | education = 7th-8th: <=50K (10.26/2.06)
| | | | | | | education = 12th: <=50K (0.0)
| | | | | | | education = Masters: <=50K (0.0)
| | | | | | | education = 1st-4th: <=50K (1.84)
| | | | | | | education = 10th: <=50K (13.51)
| | | | | | | education = Doctorate: <=50K (0.0)
| | | | | | | education = 5th-6th: <=50K (2.22/0.84)
| | | | | | | education = Preschool: <=50K (0.06)
| | | | | | occupation = Exec-managerial
| | | | | | | workclass = Private: <=50K (21.7/8.08)
| | | | | | | workclass = Self-emp-not-inc: <=50K (14.11/1.05)
| | | | | | | workclass = Self-emp-inc: <=50K (7.12/1.03)
| | | | | | | workclass = Federal-gov: <=50K (0.0)
| | | | | | | workclass = Local-gov: <=50K (2.17/0.01)
| | | | | | | workclass = State-gov: <=50K (0.0)
| | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | occupation = Prof-specialty: <=50K (7.6/2.03)
| | | | | | occupation = Handlers-cleaners: <=50K (60.77/3.24)
| | | | | | occupation = Machine-op-inspct: <=50K (102.13/9.17)
| | | | | | occupation = Adm-clerical: <=50K (20.62/1.08)
| | | | | | occupation = Farming-fishing: <=50K (64.03/4.25)
| | | | | | occupation = Transport-moving: <=50K (119.13/16.46)
| | | | | | occupation = Priv-house-serv: <=50K (2.17/0.01)
| | | | | | occupation = Protective-serv: <=50K (7.6/0.03)
| | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | native-country = Cambodia: <=50K (3.06/0.01)
| | | | | native-country = England: <=50K (1.02/0.0)
| | | | | native-country = Puerto-Rico: <=50K (6.13/1.02)
| | | | | native-country = Canada: <=50K (2.04/0.01)
| | | | | native-country = Germany: <=50K (0.0)
| | | | | native-country = Outlying-US(Guam-USVI-etc): <=50K (1.02/0.0)
| | | | | native-country = India: <=50K (3.06/0.01)
| | | | | native-country = Japan: >50K (1.02/0.02)
| | | | | native-country = Greece: <=50K (2.04/1.01)
| | | | | native-country = South: <=50K (0.0)
| | | | | native-country = China: <=50K (2.04/0.01)
| | | | | native-country = Cuba: <=50K (7.15/0.02)
| | | | | native-country = Iran: <=50K (0.0)
| | | | | native-country = Honduras: <=50K (0.0)
| | | | | native-country = Philippines: <=50K (6.13/0.02)
| | | | | native-country = Italy: <=50K (12.26/1.04)
| | | | | native-country = Poland: <=50K (3.06/1.01)
| | | | | native-country = Jamaica: <=50K (1.02/0.0)
| | | | | native-country = Vietnam: <=50K (6.13/0.02)
| | | | | native-country = Mexico: <=50K (120.55/3.36)
| | | | | native-country = Portugal: <=50K (6.13/0.02)
| | | | | native-country = Ireland: <=50K (0.0)
| | | | | native-country = France: <=50K (0.0)
| | | | | native-country = Dominican-Republic: <=50K (5.11/0.02)
| | | | | native-country = Laos: <=50K (2.04/1.01)
| | | | | native-country = Ecuador: <=50K (2.04/0.01)
| | | | | native-country = Taiwan: <=50K (0.0)
| | | | | native-country = Haiti: <=50K (3.06/1.01)
| | | | | native-country = Columbia: <=50K (2.04/0.01)
| | | | | native-country = Hungary: <=50K (0.0)
| | | | | native-country = Guatemala: <=50K (4.09/0.01)
| | | | | native-country = Nicaragua: <=50K (2.04/0.01)
| | | | | native-country = Scotland: <=50K (0.0)
| | | | | native-country = Thailand: <=50K (0.0)
| | | | | native-country = Yugoslavia: <=50K (2.04/1.01)
| | | | | native-country = El-Salvador: <=50K (9.19/0.03)
| | | | | native-country = Trinadad&Tobago: <=50K (2.04/1.01)
| | | | | native-country = Peru: <=50K (0.0)
| | | | | native-country = Hong: <=50K (2.04/0.01)
| | | | | native-country = Holand-Netherlands: <=50K (0.0)
| | | | education-num > 7
| | | | | age <= 33
| | | | | | age <= 24: <=50K (217.0/9.0)
| | | | | | age > 24
| | | | | | | native-country = United-States
| | | | | | | | relationship = Wife
| | | | | | | | | workclass = Private: <=50K (111.26/27.47)
| | | | | | | | | workclass = Self-emp-not-inc
| | | | | | | | | | occupation = Tech-support: >50K (0.0)
| | | | | | | | | | occupation = Craft-repair: >50K (0.0)
| | | | | | | | | | occupation = Other-service: <=50K (4.27/1.06)
| | | | | | | | | | occupation = Sales: <=50K (1.09/0.02)
| | | | | | | | | | occupation = Exec-managerial: >50K (0.0)
| | | | | | | | | | occupation = Prof-specialty: >50K (1.09/0.08)
| | | | | | | | | | occupation = Handlers-cleaners: >50K (0.0)
| | | | | | | | | | occupation = Machine-op-inspct: >50K (0.0)
| | | | | | | | | | occupation = Adm-clerical: >50K (3.28/0.23)
| | | | | | | | | | 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 (2.18/1.03)
| | | | | | | | | workclass = Federal-gov
| | | | | | | | | | occupation = Tech-support: <=50K (2.18/0.03)
| | | | | | | | | | occupation = Craft-repair: >50K (0.0)
| | | | | | | | | | occupation = Other-service: >50K (0.0)
| | | | | | | | | | occupation = Sales: >50K (0.0)
| | | | | | | | | | occupation = Exec-managerial: >50K (2.18/0.15)
| | | | | | | | | | occupation = Prof-specialty: >50K (0.0)
| | | | | | | | | | occupation = Handlers-cleaners: >50K (0.0)
| | | | | | | | | | occupation = Machine-op-inspct: >50K (0.0)
| | | | | | | | | | occupation = Adm-clerical: >50K (2.18/0.15)
| | | | | | | | | | 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: <=50K (6.55/1.09)
| | | | | | | | | workclass = State-gov: <=50K (5.46/1.08)
| | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | workclass = Never-worked: <=50K (1.09/0.02)
| | | | | | | | relationship = Own-child: <=50K (18.0/1.0)
| | | | | | | | relationship = Husband
| | | | | | | | | race = White
| | | | | | | | | | workclass = Private
| | | | | | | | | | | education-num <= 9
| | | | | | | | | | | | occupation = Tech-support: <=50K (8.01/3.0)
| | | | | | | | | | | | occupation = Craft-repair: <=50K (120.21/15.0)
| | | | | | | | | | | | occupation = Other-service: <=50K (15.03)
| | | | | | | | | | | | occupation = Sales
| | | | | | | | | | | | | age <= 31: <=50K (28.0/3.0)
| | | | | | | | | | | | | age > 31
| | | | | | | | | | | | | | fnlwgt <= 155408: >50K (3.0)
| | | | | | | | | | | | | | fnlwgt > 155408: <=50K (6.07/2.0)
| | | | | | | | | | | | occupation = Exec-managerial: <=50K (20.04/5.0)
| | | | | | | | | | | | occupation = Prof-specialty: <=50K (11.93/3.0)
| | | | | | | | | | | | occupation = Handlers-cleaners: <=50K (31.06/4.0)
| | | | | | | | | | | | occupation = Machine-op-inspct: <=50K (69.12/12.0)
| | | | | | | | | | | | occupation = Adm-clerical: <=50K (15.94/1.0)
| | | | | | | | | | | | occupation = Farming-fishing: <=50K (5.01)
| | | | | | | | | | | | occupation = Transport-moving: <=50K (58.1/11.0)
| | | | | | | | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | | | | | | | occupation = Protective-serv: <=50K (6.01/1.0)
| | | | | | | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | | | | | | education-num > 9
| | | | | | | | | | | | occupation = Tech-support: <=50K (12.07/5.0)
| | | | | | | | | | | | occupation = Craft-repair
| | | | | | | | | | | | | fnlwgt <= 154100: <=50K (24.09/1.0)
| | | | | | | | | | | | | fnlwgt > 154100
| | | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | | education = Some-college: <=50K (33.18/13.0)
| | | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | | education = HS-grad: <=50K (0.0)
| | | | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | | | education = Assoc-acdm: <=50K (5.0/2.0)
| | | | | | | | | | | | | | education = Assoc-voc
| | | | | | | | | | | | | | | age <= 30: >50K (2.0/1.0)
| | | | | | | | | | | | | | | age > 30: <=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)
| | | | | | | | | | | | occupation = Other-service: <=50K (11.98/4.0)
| | | | | | | | | | | | occupation = Sales: <=50K (48.08/11.91)
| | | | | | | | | | | | occupation = Exec-managerial: <=50K (28.15/8.0)
| | | | | | | | | | | | occupation = Prof-specialty
| | | | | | | | | | | | | capital-gain <= 1506
| | | | | | | | | | | | | | hours-per-week <= 39: >50K (2.0)
| | | | | | | | | | | | | | hours-per-week > 39
| | | | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | | | education = Some-college: <=50K (10.11/2.0)
| | | | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | | | education = HS-grad: <=50K (0.0)
| | | | | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | | | | education = Assoc-acdm
| | | | | | | | | | | | | | | | age <= 31: <=50K (2.0)
| | | | | | | | | | | | | | | | age > 31: >50K (2.0/1.0)
| | | | | | | | | | | | | | | education = Assoc-voc: <=50K (3.0/1.0)
| | | | | | | | | | | | | | | 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)
| | | | | | | | | | | | | capital-gain > 1506: >50K (2.0)
| | | | | | | | | | | | occupation = Handlers-cleaners: <=50K (17.09/4.0)
| | | | | | | | | | | | occupation = Machine-op-inspct: <=50K (26.14/6.0)
| | | | | | | | | | | | occupation = Adm-clerical: <=50K (20.11/4.0)
| | | | | | | | | | | | occupation = Farming-fishing: <=50K (8.04/2.0)
| | | | | | | | | | | | occupation = Transport-moving: <=50K (21.11/7.0)
| | | | | | | | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | | | | | | | occupation = Protective-serv: <=50K (4.02)
| | | | | | | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | | | | | workclass = Self-emp-not-inc: <=50K (79.26/12.0)
| | | | | | | | | | workclass = Self-emp-inc: <=50K (24.91/6.0)
| | | | | | | | | | workclass = Federal-gov
| | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | education = Some-college: >50K (4.03/1.03)
| | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | education = HS-grad
| | | | | | | | | | | | age <= 31: >50K (2.0/1.0)
| | | | | | | | | | | | age > 31: <=50K (2.02)
| | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | education = Assoc-acdm: <=50K (4.0)
| | | | | | | | | | | education = Assoc-voc: >50K (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)
| | | | | | | | | | workclass = Local-gov
| | | | | | | | | | | occupation = Tech-support: <=50K (2.01)
| | | | | | | | | | | occupation = Craft-repair
| | | | | | | | | | | | hours-per-week <= 45: <=50K (6.03/1.0)
| | | | | | | | | | | | hours-per-week > 45: >50K (2.0/1.0)
| | | | | | | | | | | occupation = Other-service: <=50K (5.02)
| | | | | | | | | | | occupation = Sales: <=50K (0.0)
| | | | | | | | | | | occupation = Exec-managerial: <=50K (2.01/1.0)
| | | | | | | | | | | occupation = Prof-specialty: <=50K (3.01)
| | | | | | | | | | | occupation = Handlers-cleaners: <=50K (2.92)
| | | | | | | | | | | occupation = Machine-op-inspct: <=50K (1.0)
| | | | | | | | | | | occupation = Adm-clerical: <=50K (1.0)
| | | | | | | | | | | occupation = Farming-fishing: <=50K (1.0)
| | | | | | | | | | | occupation = Transport-moving: <=50K (3.01)
| | | | | | | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | | | | | | occupation = Protective-serv: <=50K (24.08/10.0)
| | | | | | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | | | | | workclass = State-gov: <=50K (28.09/4.0)
| | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | race = Asian-Pac-Islander: <=50K (10.73/2.91)
| | | | | | | | | race = Amer-Indian-Eskimo: <=50K (14.0/2.0)
| | | | | | | | | race = Other: <=50K (5.91)
| | | | | | | | | race = Black: <=50K (55.0/5.0)
| | | | | | | | relationship = Not-in-family: <=50K (1.0)
| | | | | | | | relationship = Other-relative: <=50K (8.0/1.0)
| | | | | | | | relationship = Unmarried: <=50K (0.0)
| | | | | | | native-country = Cambodia: <=50K (0.0)
| | | | | | | native-country = England: >50K (1.01/0.01)
| | | | | | | native-country = Puerto-Rico: <=50K (3.04/0.01)
| | | | | | | native-country = Canada: >50K (5.06/2.05)
| | | | | | | native-country = Germany: <=50K (5.06/2.01)
| | | | | | | native-country = Outlying-US(Guam-USVI-etc): <=50K (1.01/0.0)
| | | | | | | native-country = India: <=50K (3.04/0.01)
| | | | | | | native-country = Japan: <=50K (2.03/1.0)
| | | | | | | native-country = Greece: <=50K (1.01/0.0)
| | | | | | | native-country = South: <=50K (3.04/0.01)
| | | | | | | native-country = China: >50K (1.01/0.01)
| | | | | | | native-country = Cuba: >50K (3.04/1.03)
| | | | | | | native-country = Iran: <=50K (1.01/0.0)
| | | | | | | native-country = Honduras: <=50K (1.01/0.0)
| | | | | | | native-country = Philippines: <=50K (4.05/1.01)
| | | | | | | native-country = Italy: <=50K (2.03/0.0)
| | | | | | | native-country = Poland: <=50K (3.04/0.01)
| | | | | | | native-country = Jamaica: >50K (3.04/1.03)
| | | | | | | native-country = Vietnam: <=50K (1.01/0.0)
| | | | | | | native-country = Mexico: <=50K (31.4/3.08)
| | | | | | | native-country = Portugal: <=50K (1.01/0.0)
| | | | | | | native-country = Ireland: <=50K (3.04/0.01)
| | | | | | | native-country = France: >50K (1.01/0.01)
| | | | | | | native-country = Dominican-Republic: <=50K (2.03/0.0)
| | | | | | | native-country = Laos: <=50K (3.04/0.01)
| | | | | | | native-country = Ecuador: <=50K (3.04/1.01)
| | | | | | | native-country = Taiwan: <=50K (0.0)
| | | | | | | native-country = Haiti: <=50K (3.04/0.01)
| | | | | | | native-country = Columbia: <=50K (5.06/0.01)
| | | | | | | native-country = Hungary: <=50K (1.01/0.0)
| | | | | | | native-country = Guatemala: <=50K (1.01/0.0)
| | | | | | | native-country = Nicaragua: <=50K (2.03/1.0)
| | | | | | | native-country = Scotland: <=50K (1.01/0.0)
| | | | | | | native-country = Thailand: >50K (1.01/0.01)
| | | | | | | native-country = Yugoslavia: <=50K (0.0)
| | | | | | | native-country = El-Salvador: <=50K (5.06/0.01)
| | | | | | | native-country = Trinadad&Tobago: <=50K (1.01/0.0)
| | | | | | | native-country = Peru: <=50K (1.01/0.0)
| | | | | | | native-country = Hong: >50K (1.01/0.01)
| | | | | | | native-country = Holand-Netherlands: <=50K (0.0)
| | | | | age > 33
| | | | | | hours-per-week <= 34: <=50K (404.0/70.0)
| | | | | | hours-per-week > 34
| | | | | | | capital-loss <= 1504
| | | | | | | | native-country = United-States
| | | | | | | | | occupation = Tech-support
| | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | education = Some-college
| | | | | | | | | | | workclass = Private: >50K (37.54/13.3)
| | | | | | | | | | | workclass = Self-emp-not-inc: >50K (2.03/0.02)
| | | | | | | | | | | workclass = Self-emp-inc: >50K (0.0)
| | | | | | | | | | | workclass = Federal-gov: >50K (3.04/0.02)
| | | | | | | | | | | workclass = Local-gov: >50K (2.03/0.02)
| | | | | | | | | | | 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
| | | | | | | | | | | workclass = Private: >50K (21.68/10.24)
| | | | | | | | | | | workclass = Self-emp-not-inc: <=50K (1.09/0.02)
| | | | | | | | | | | workclass = Self-emp-inc: <=50K (0.0)
| | | | | | | | | | | workclass = Federal-gov: <=50K (2.17/1.05)
| | | | | | | | | | | workclass = Local-gov: <=50K (0.0)
| | | | | | | | | | | workclass = State-gov: <=50K (3.26/1.07)
| | | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | education = Assoc-acdm: >50K (15.03/6.0)
| | | | | | | | | | education = Assoc-voc: >50K (19.26/7.06)
| | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | education = 12th: <=50K (0.1/0.03)
| | | | | | | | | | 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 = Craft-repair
| | | | | | | | | | relationship = Wife: >50K (6.95/2.48)
| | | | | | | | | | relationship = Own-child: <=50K (1.0)
| | | | | | | | | | relationship = Husband
| | | | | | | | | | | race = White
| | | | | | | | | | | | age <= 43
| | | | | | | | | | | | | workclass = Private
| | | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | | education = Some-college: <=50K (72.08/26.14)
| | | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | | education = HS-grad: <=50K (161.87/51.14)
| | | | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | | | education = Assoc-acdm
| | | | | | | | | | | | | | | age <= 37: <=50K (7.0)
| | | | | | | | | | | | | | | age > 37: >50K (3.0/1.0)
| | | | | | | | | | | | | | education = Assoc-voc: <=50K (30.33/11.33)
| | | | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | | | education = 12th: <=50K (6.19/2.0)
| | | | | | | | | | | | | | 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 (41.34/10.11)
| | | | | | | | | | | | | workclass = Self-emp-inc
| | | | | | | | | | | | | | fnlwgt <= 168740: <=50K (6.04/0.01)
| | | | | | | | | | | | | | fnlwgt > 168740: >50K (2.99/1.02)
| | | | | | | | | | | | | workclass = Federal-gov: <=50K (3.03/1.01)
| | | | | | | | | | | | | workclass = Local-gov: <=50K (16.16/6.04)
| | | | | | | | | | | | | workclass = State-gov: <=50K (9.03/2.02)
| | | | | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | | | | age > 43
| | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | education = Some-college
| | | | | | | | | | | | | | workclass = Private
| | | | | | | | | | | | | | | age <= 47
| | | | | | | | | | | | | | | | hours-per-week <= 48: <=50K (17.12/2.0)
| | | | | | | | | | | | | | | | hours-per-week > 48: >50K (7.0/1.0)
| | | | | | | | | | | | | | | age > 47
| | | | | | | | | | | | | | | | age <= 59: >50K (43.03/11.72)
| | | | | | | | | | | | | | | | age > 59: <=50K (6.26/0.54)
| | | | | | | | | | | | | | workclass = Self-emp-not-inc: <=50K (11.39/2.14)
| | | | | | | | | | | | | | workclass = Self-emp-inc: <=50K (6.21/3.08)
| | | | | | | | | | | | | | workclass = Federal-gov: <=50K (6.21/1.08)
| | | | | | | | | | | | | | workclass = Local-gov: <=50K (1.04/0.01)
| | | | | | | | | | | | | | workclass = State-gov: <=50K (2.07/1.03)
| | | | | | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | education = HS-grad
| | | | | | | | | | | | | | workclass = Private: <=50K (197.51/77.21)
| | | | | | | | | | | | | | workclass = Self-emp-not-inc: <=50K (29.43/10.48)
| | | | | | | | | | | | | | workclass = Self-emp-inc: >50K (7.36/3.24)
| | | | | | | | | | | | | | workclass = Federal-gov: >50K (6.31/1.2)
| | | | | | | | | | | | | | workclass = Local-gov: <=50K (12.61/6.21)
| | | | | | | | | | | | | | workclass = State-gov: <=50K (4.2/1.07)
| | | | | | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | | education = Assoc-acdm: >50K (8.25/3.0)
| | | | | | | | | | | | | education = Assoc-voc
| | | | | | | | | | | | | | workclass = Private
| | | | | | | | | | | | | | | capital-gain <= 4687
| | | | | | | | | | | | | | | | age <= 46: <=50K (7.0/2.0)
| | | | | | | | | | | | | | | | age > 46: >50K (11.51/2.19)
| | | | | | | | | | | | | | | capital-gain > 4687: <=50K (2.0)
| | | | | | | | | | | | | | workclass = Self-emp-not-inc: >50K (3.09/1.03)
| | | | | | | | | | | | | | workclass = Self-emp-inc: >50K (0.0)
| | | | | | | | | | | | | | workclass = Federal-gov: >50K (2.06/1.02)
| | | | | | | | | | | | | | workclass = Local-gov: >50K (1.03/0.01)
| | | | | | | | | | | | | | 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 (8.25/2.0)
| | | | | | | | | | | | | 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
| | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | education = Some-college: >50K (4.13/0.94)
| | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | education = HS-grad: <=50K (2.0)
| | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (0.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (3.94/1.0)
| | | | | | | | | | | | 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 = Amer-Indian-Eskimo: <=50K (5.25)
| | | | | | | | | | | race = Other: <=50K (3.0/1.0)
| | | | | | | | | | | race = Black
| | | | | | | | | | | | age <= 39: <=50K (7.25)
| | | | | | | | | | | | age > 39
| | | | | | | | | | | | | workclass = Private
| | | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | | education = Some-college: >50K (5.2/2.0)
| | | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | | education = HS-grad: <=50K (11.2/5.0)
| | | | | | | | | | | | | | 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 (0.94)
| | | | | | | | | | | | | | 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 (1.02/0.01)
| | | | | | | | | | | | | workclass = Local-gov: >50K (3.07/1.03)
| | | | | | | | | | | | | workclass = State-gov: >50K (0.0)
| | | | | | | | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | | | | | relationship = Not-in-family: <=50K (0.25)
| | | | | | | | | | relationship = Other-relative: <=50K (1.0)
| | | | | | | | | | relationship = Unmarried: <=50K (0.0)
| | | | | | | | | occupation = Other-service: <=50K (144.21/26.61)
| | | | | | | | | occupation = Sales
| | | | | | | | | | workclass = Private
| | | | | | | | | | | race = White
| | | | | | | | | | | | relationship = Wife
| | | | | | | | | | | | | hours-per-week <= 39: <=50K (6.26/0.09)
| | | | | | | | | | | | | hours-per-week > 39
| | | | | | | | | | | | | | hours-per-week <= 47
| | | | | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | | | | education = Some-college: >50K (4.09)
| | | | | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | | | | education = HS-grad: >50K (4.09/1.0)
| | | | | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | | | | education = Assoc-acdm: <=50K (1.0)
| | | | | | | | | | | | | | | education = Assoc-voc: >50K (0.09)
| | | | | | | | | | | | | | | 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 > 47: <=50K (2.0)
| | | | | | | | | | | | relationship = Own-child: >50K (1.0)
| | | | | | | | | | | | relationship = Husband
| | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | education = Some-college: >50K (113.25/53.78)
| | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | education = HS-grad: <=50K (116.3/44.57)
| | | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | | education = Assoc-acdm
| | | | | | | | | | | | | | capital-gain <= 1506: <=50K (10.09/4.09)
| | | | | | | | | | | | | | capital-gain > 1506: >50K (3.0)
| | | | | | | | | | | | | education = Assoc-voc: <=50K (13.44/4.35)
| | | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | | education = 12th: >50K (1.17/0.17)
| | | | | | | | | | | | | 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 (0.09)
| | | | | | | | | | | | relationship = Other-relative: <=50K (1.0)
| | | | | | | | | | | | relationship = Unmarried: <=50K (0.0)
| | | | | | | | | | | race = Asian-Pac-Islander: >50K (1.17/0.09)
| | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (2.17)
| | | | | | | | | | | race = Other: <=50K (0.0)
| | | | | | | | | | | race = Black
| | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | education = Some-college: >50K (2.17/1.09)
| | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | education = HS-grad: <=50K (5.26/2.0)
| | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: <=50K (1.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (0.09)
| | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | education = 12th: >50K (0.09)
| | | | | | | | | | | | 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 (68.03/20.76)
| | | | | | | | | | workclass = Self-emp-inc
| | | | | | | | | | | sex = Female: <=50K (2.17/0.08)
| | | | | | | | | | | sex = Male: >50K (40.13/13.74)
| | | | | | | | | | workclass = Federal-gov: >50K (1.03/0.02)
| | | | | | | | | | workclass = Local-gov: <=50K (1.03/0.01)
| | | | | | | | | | workclass = State-gov: >50K (1.03/0.02)
| | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | occupation = Exec-managerial
| | | | | | | | | | workclass = Private
| | | | | | | | | | | race = White
| | | | | | | | | | | | relationship = Wife: >50K (31.47/12.16)
| | | | | | | | | | | | relationship = Own-child: >50K (1.0)
| | | | | | | | | | | | relationship = Husband
| | | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | | education = Some-college: >50K (81.17/29.7)
| | | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | | education = HS-grad: >50K (93.77/40.36)
| | | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | | education = Assoc-acdm: >50K (19.08/4.0)
| | | | | | | | | | | | | education = Assoc-voc
| | | | | | | | | | | | | | hours-per-week <= 41: <=50K (7.08/2.0)
| | | | | | | | | | | | | | hours-per-week > 41: >50K (10.31/1.0)
| | | | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | | | education = 12th: <=50K (0.16)
| | | | | | | | | | | | | 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 (2.0)
| | | | | | | | | | | | relationship = Unmarried: >50K (0.0)
| | | | | | | | | | | race = Asian-Pac-Islander: <=50K (5.05/1.02)
| | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (1.16)
| | | | | | | | | | | race = Other: >50K (0.0)
| | | | | | | | | | | race = Black
| | | | | | | | | | | | education-num <= 10
| | | | | | | | | | | | | age <= 46: <=50K (3.31/1.0)
| | | | | | | | | | | | | age > 46: >50K (2.16)
| | | | | | | | | | | | education-num > 10: >50K (2.02)
| | | | | | | | | | workclass = Self-emp-not-inc: <=50K (69.07/20.77)
| | | | | | | | | | workclass = Self-emp-inc: >50K (75.2/23.42)
| | | | | | | | | | workclass = Federal-gov: >50K (17.54/7.34)
| | | | | | | | | | workclass = Local-gov
| | | | | | | | | | | relationship = Wife: >50K (4.13/0.07)
| | | | | | | | | | | relationship = Own-child: >50K (0.0)
| | | | | | | | | | | relationship = Husband
| | | | | | | | | | | | race = White
| | | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | | education = Some-college: <=50K (12.17/6.07)
| | | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | | education = HS-grad: <=50K (9.68/4.2)
| | | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | | education = Assoc-acdm: >50K (3.01/1.0)
| | | | | | | | | | | | | education = Assoc-voc: >50K (5.06/2.01)
| | | | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | | | education = 12th: <=50K (0.02)
| | | | | | | | | | | | | 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)
| | | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (1.01)
| | | | | | | | | | | | race = Other: >50K (0.0)
| | | | | | | | | | | | race = Black: >50K (2.03/0.02)
| | | | | | | | | | | relationship = Not-in-family: <=50K (0.01)
| | | | | | | | | | | relationship = Other-relative: >50K (0.0)
| | | | | | | | | | | relationship = Unmarried: >50K (0.0)
| | | | | | | | | | workclass = State-gov: <=50K (14.44/4.16)
| | | | | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | | | | occupation = Prof-specialty
| | | | | | | | | | workclass = Private
| | | | | | | | | | | race = White
| | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | education = Some-college: >50K (49.42/20.2)
| | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | education = HS-grad: <=50K (22.04/7.63)
| | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (9.03/3.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (17.19/5.03)
| | | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | | education = 12th: >50K (1.06/0.06)
| | | | | | | | | | | | 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 (0.06/0.03)
| | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (4.06/1.0)
| | | | | | | | | | | race = Other: >50K (0.0)
| | | | | | | | | | | race = Black: <=50K (1.22/0.09)
| | | | | | | | | | workclass = Self-emp-not-inc: <=50K (11.35/3.13)
| | | | | | | | | | workclass = Self-emp-inc
| | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | education = Some-college: <=50K (3.99/1.96)
| | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | education = HS-grad: >50K (1.15/0.11)
| | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | education = Assoc-acdm: >50K (2.0/1.0)
| | | | | | | | | | | education = Assoc-voc: >50K (0.02/0.0)
| | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | education = 12th: <=50K (0.01/0.0)
| | | | | | | | | | | 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
| | | | | | | | | | | race = White
| | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | education = Some-college
| | | | | | | | | | | | | hours-per-week <= 42
| | | | | | | | | | | | | | fnlwgt <= 182677: <=50K (2.03/1.01)
| | | | | | | | | | | | | | fnlwgt > 182677: >50K (3.02/0.01)
| | | | | | | | | | | | | hours-per-week > 42: >50K (2.03/0.02)
| | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | education = HS-grad: >50K (2.28/0.2)
| | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (1.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (2.03/1.0)
| | | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | | education = 12th: <=50K (0.01)
| | | | | | | | | | | | 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 (0.01/0.0)
| | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.01)
| | | | | | | | | | | race = Other: >50K (0.0)
| | | | | | | | | | | race = Black: <=50K (2.03/0.01)
| | | | | | | | | | workclass = Local-gov: <=50K (3.1/0.03)
| | | | | | | | | | workclass = State-gov
| | | | | | | | | | | relationship = Wife: >50K (3.05/0.03)
| | | | | | | | | | | relationship = Own-child: >50K (0.0)
| | | | | | | | | | | relationship = Husband
| | | | | | | | | | | | race = White
| | | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | | education = Some-college: <=50K (4.07/2.03)
| | | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | | education = HS-grad: <=50K (3.27/1.08)
| | | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | | education = Assoc-acdm: >50K (0.0)
| | | | | | | | | | | | | education = Assoc-voc: >50K (2.02/1.0)
| | | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | | education = 12th: <=50K (0.01)
| | | | | | | | | | | | | 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 (0.0)
| | | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | | | | | | race = Other: >50K (0.0)
| | | | | | | | | | | | race = Black: >50K (2.01/0.01)
| | | | | | | | | | | 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)
| | | | | | | | | occupation = Handlers-cleaners: <=50K (103.97/28.16)
| | | | | | | | | occupation = Machine-op-inspct
| | | | | | | | | | workclass = Private
| | | | | | | | | | | hours-per-week <= 41
| | | | | | | | | | | | capital-gain <= 2993: <=50K (173.47/32.66)
| | | | | | | | | | | | capital-gain > 2993
| | | | | | | | | | | | | capital-gain <= 4101
| | | | | | | | | | | | | | capital-gain <= 3103: >50K (2.08)
| | | | | | | | | | | | | | capital-gain > 3103: <=50K (5.23)
| | | | | | | | | | | | | capital-gain > 4101: >50K (5.0)
| | | | | | | | | | | hours-per-week > 41
| | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | education = Some-college: <=50K (17.62/6.31)
| | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | education = HS-grad: <=50K (51.01/23.47)
| | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (2.0/1.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (1.31)
| | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | education = 12th: >50K (1.0)
| | | | | | | | | | | | 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-num <= 9: <=50K (4.15/0.06)
| | | | | | | | | | | education-num > 9: >50K (5.08/0.04)
| | | | | | | | | | workclass = Self-emp-inc: <=50K (2.06/0.02)
| | | | | | | | | | workclass = Federal-gov: <=50K (2.06/1.02)
| | | | | | | | | | workclass = Local-gov: <=50K (4.13/1.05)
| | | | | | | | | | workclass = State-gov: >50K (3.1/0.06)
| | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | occupation = Adm-clerical
| | | | | | | | | | workclass = Private
| | | | | | | | | | | relationship = Wife
| | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | education = Some-college
| | | | | | | | | | | | | race = White
| | | | | | | | | | | | | | fnlwgt <= 156526: <=50K (2.05)
| | | | | | | | | | | | | | fnlwgt > 156526: >50K (14.05/3.0)
| | | | | | | | | | | | | race = Asian-Pac-Islander: >50K (0.0)
| | | | | | | | | | | | | race = Amer-Indian-Eskimo: >50K (0.0)
| | | | | | | | | | | | | race = Other: >50K (0.0)
| | | | | | | | | | | | | race = Black: >50K (2.05/0.05)
| | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | education = HS-grad
| | | | | | | | | | | | | capital-gain <= 1506
| | | | | | | | | | | | | | race = White
| | | | | | | | | | | | | | | hours-per-week <= 39: <=50K (4.1/0.05)
| | | | | | | | | | | | | | | hours-per-week > 39
| | | | | | | | | | | | | | | | hours-per-week <= 49: >50K (27.05/11.0)
| | | | | | | | | | | | | | | | hours-per-week > 49: <=50K (3.0)
| | | | | | | | | | | | | | race = Asian-Pac-Islander: <=50K (0.05)
| | | | | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | | | | | | | | race = Other: <=50K (0.0)
| | | | | | | | | | | | | | race = Black: <=50K (2.05)
| | | | | | | | | | | | | capital-gain > 1506: >50K (2.0)
| | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (2.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (1.15/0.05)
| | | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | | education = 12th: >50K (2.05/1.0)
| | | | | | | | | | | | 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 (2.0/1.0)
| | | | | | | | | | | relationship = Husband
| | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | education = Some-college
| | | | | | | | | | | | | race = White
| | | | | | | | | | | | | | hours-per-week <= 42: <=50K (25.46/7.2)
| | | | | | | | | | | | | | hours-per-week > 42: >50K (8.3/2.2)
| | | | | | | | | | | | | race = Asian-Pac-Islander: >50K (0.05)
| | | | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | | | | | | | race = Other: <=50K (0.0)
| | | | | | | | | | | | | race = Black: >50K (2.05)
| | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | education = HS-grad
| | | | | | | | | | | | | hours-per-week <= 49: <=50K (44.73/14.66)
| | | | | | | | | | | | | hours-per-week > 49: >50K (5.46/1.2)
| | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (4.05/2.0)
| | | | | | | | | | | | education = Assoc-voc: <=50K (9.25/2.2)
| | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | education = 12th: <=50K (4.1)
| | | | | | | | | | | | 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 (0.05)
| | | | | | | | | | | relationship = Other-relative: <=50K (1.0)
| | | | | | | | | | | relationship = Unmarried: <=50K (0.0)
| | | | | | | | | | workclass = Self-emp-not-inc: >50K (3.1/0.06)
| | | | | | | | | | workclass = Self-emp-inc: <=50K (3.1/1.03)
| | | | | | | | | | workclass = Federal-gov
| | | | | | | | | | | hours-per-week <= 39: <=50K (3.18/0.1)
| | | | | | | | | | | hours-per-week > 39
| | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | education = Some-college
| | | | | | | | | | | | | relationship = Wife: >50K (3.03/1.02)
| | | | | | | | | | | | | relationship = Own-child: >50K (0.0)
| | | | | | | | | | | | | relationship = Husband
| | | | | | | | | | | | | | hours-per-week <= 41: >50K (5.13/1.08)
| | | | | | | | | | | | | | hours-per-week > 41: <=50K (2.11/1.05)
| | | | | | | | | | | | | relationship = Not-in-family: >50K (0.0)
| | | | | | | | | | | | | relationship = Other-relative: >50K (1.0)
| | | | | | | | | | | | | relationship = Unmarried: >50K (0.0)
| | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | education = HS-grad
| | | | | | | | | | | | | age <= 61
| | | | | | | | | | | | | | age <= 41
| | | | | | | | | | | | | | | hours-per-week <= 45: <=50K (5.13/1.02)
| | | | | | | | | | | | | | | hours-per-week > 45: >50K (2.0/1.0)
| | | | | | | | | | | | | | age > 41: >50K (20.52/2.37)
| | | | | | | | | | | | | age > 61: <=50K (3.39/0.13)
| | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (5.0/1.0)
| | | | | | | | | | | | education = Assoc-voc: >50K (2.11/0.03)
| | | | | | | | | | | | education = 9th: >50K (0.0)
| | | | | | | | | | | | education = 7th-8th: >50K (0.0)
| | | | | | | | | | | | education = 12th: <=50K (1.05/0.02)
| | | | | | | | | | | | 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: <=50K (18.57/7.21)
| | | | | | | | | | workclass = State-gov: <=50K (14.39/5.16)
| | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | occupation = Farming-fishing: <=50K (152.69/27.7)
| | | | | | | | | occupation = Transport-moving
| | | | | | | | | | capital-gain <= 2653
| | | | | | | | | | | workclass = Private: <=50K (209.22/72.33)
| | | | | | | | | | | workclass = Self-emp-not-inc: <=50K (30.95/8.34)
| | | | | | | | | | | workclass = Self-emp-inc: >50K (6.19/1.12)
| | | | | | | | | | | workclass = Federal-gov: <=50K (9.23/4.1)
| | | | | | | | | | | workclass = Local-gov: <=50K (23.73/4.26)
| | | | | | | | | | | workclass = State-gov: <=50K (5.16/1.06)
| | | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | | capital-gain > 2653
| | | | | | | | | | | hours-per-week <= 50
| | | | | | | | | | | | capital-gain <= 4101: <=50K (8.36/2.09)
| | | | | | | | | | | | capital-gain > 4101: >50K (3.0)
| | | | | | | | | | | hours-per-week > 50: >50K (4.09)
| | | | | | | | | occupation = Priv-house-serv: <=50K (2.06/0.02)
| | | | | | | | | occupation = Protective-serv
| | | | | | | | | | fnlwgt <= 139916
| | | | | | | | | | | workclass = Private: <=50K (12.4/1.15)
| | | | | | | | | | | workclass = Self-emp-not-inc: <=50K (0.0)
| | | | | | | | | | | workclass = Self-emp-inc: <=50K (1.03/0.01)
| | | | | | | | | | | workclass = Federal-gov: >50K (2.01/0.98)
| | | | | | | | | | | workclass = Local-gov
| | | | | | | | | | | | age <= 38: >50K (7.07/3.06)
| | | | | | | | | | | | age > 38: <=50K (9.47/0.19)
| | | | | | | | | | | workclass = State-gov: <=50K (9.3/2.11)
| | | | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | | | fnlwgt > 139916
| | | | | | | | | | | workclass = Private
| | | | | | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | | | | | education = Some-college
| | | | | | | | | | | | | age <= 56: >50K (3.9/0.96)
| | | | | | | | | | | | | age > 56: <=50K (2.07/0.04)
| | | | | | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | | | | | education = HS-grad: <=50K (9.34/4.08)
| | | | | | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | | | | | education = Assoc-acdm: >50K (0.01)
| | | | | | | | | | | | education = Assoc-voc: >50K (0.04)
| | | | | | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | | | | | education = 7th-8th: <=50K (0.0)
| | | | | | | | | | | | education = 12th: <=50K (0.95)
| | | | | | | | | | | | 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 (1.03/0.02)
| | | | | | | | | | | workclass = Local-gov
| | | | | | | | | | | | race = White
| | | | | | | | | | | | | age <= 53
| | | | | | | | | | | | | | age <= 37
| | | | | | | | | | | | | | | education = Bachelors: >50K (0.0)
| | | | | | | | | | | | | | | education = Some-college: >50K (6.0/2.0)
| | | | | | | | | | | | | | | education = 11th: >50K (0.0)
| | | | | | | | | | | | | | | education = HS-grad: <=50K (4.07/2.02)
| | | | | | | | | | | | | | | education = Prof-school: >50K (0.0)
| | | | | | | | | | | | | | | education = Assoc-acdm: <=50K (1.0)
| | | | | | | | | | | | | | | education = Assoc-voc: >50K (2.05/1.0)
| | | | | | | | | | | | | | | 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)
| | | | | | | | | | | | | | age > 37: >50K (30.46/2.37)
| | | | | | | | | | | | | age > 53: <=50K (3.79/0.32)
| | | | | | | | | | | | race = Asian-Pac-Islander: >50K (0.02)
| | | | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.02)
| | | | | | | | | | | | race = Other: >50K (1.0)
| | | | | | | | | | | | race = Black: <=50K (2.09/0.02)
| | | | | | | | | | | workclass = State-gov: <=50K (11.34/4.12)
| | | | | | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | | | | occupation = Armed-Forces: <=50K (1.03/0.01)
| | | | | | | | native-country = Cambodia: >50K (5.08/2.05)
| | | | | | | | native-country = England: <=50K (6.09/3.03)
| | | | | | | | native-country = Puerto-Rico: <=50K (9.14/2.04)
| | | | | | | | native-country = Canada: >50K (9.14/2.09)
| | | | | | | | native-country = Germany: >50K (17.26/6.18)
| | | | | | | | native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
| | | | | | | | native-country = India: <=50K (3.05/0.01)
| | | | | | | | native-country = Japan: <=50K (4.06/0.02)
| | | | | | | | native-country = Greece: <=50K (4.06/1.02)
| | | | | | | | native-country = South
| | | | | | | | | workclass = Private: >50K (2.56/1.04)
| | | | | | | | | workclass = Self-emp-not-inc: <=50K (2.5/0.49)
| | | | | | | | | workclass = Self-emp-inc: >50K (0.01/0.0)
| | | | | | | | | workclass = Federal-gov: <=50K (0.01/0.0)
| | | | | | | | | workclass = Local-gov: <=50K (0.0/0.0)
| | | | | | | | | workclass = State-gov: <=50K (0.0/0.0)
| | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | native-country = China: <=50K (5.08/0.02)
| | | | | | | | native-country = Cuba
| | | | | | | | | age <= 55: >50K (5.09/0.06)
| | | | | | | | | age > 55: <=50K (2.01)
| | | | | | | | native-country = Iran: <=50K (2.03/1.01)
| | | | | | | | native-country = Honduras: <=50K (0.0)
| | | | | | | | native-country = Philippines
| | | | | | | | | occupation = Tech-support: >50K (2.13/1.0)
| | | | | | | | | occupation = Craft-repair: <=50K (3.27/1.23)
| | | | | | | | | occupation = Other-service: <=50K (4.27/0.25)
| | | | | | | | | occupation = Sales: <=50K (4.26/1.25)
| | | | | | | | | occupation = Exec-managerial: >50K (0.03/0.01)
| | | | | | | | | occupation = Prof-specialty: <=50K (0.02/0.01)
| | | | | | | | | occupation = Handlers-cleaners: <=50K (0.02/0.0)
| | | | | | | | | occupation = Machine-op-inspct: <=50K (0.03/0.01)
| | | | | | | | | occupation = Adm-clerical: >50K (1.07/0.01)
| | | | | | | | | occupation = Farming-fishing: <=50K (1.06/0.06)
| | | | | | | | | occupation = Transport-moving: <=50K (0.03/0.0)
| | | | | | | | | occupation = Priv-house-serv: <=50K (1.06/0.06)
| | | | | | | | | occupation = Protective-serv: <=50K (0.02/0.01)
| | | | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | | | native-country = Italy: >50K (9.14/4.09)
| | | | | | | | native-country = Poland: <=50K (6.09/2.03)
| | | | | | | | native-country = Jamaica: <=50K (11.17/4.05)
| | | | | | | | native-country = Vietnam: <=50K (3.05/0.01)
| | | | | | | | native-country = Mexico: <=50K (22.34/4.11)
| | | | | | | | native-country = Portugal: <=50K (4.06/2.02)
| | | | | | | | native-country = Ireland: <=50K (1.02/0.0)
| | | | | | | | native-country = France: >50K (3.05/0.03)
| | | | | | | | native-country = Dominican-Republic: <=50K (4.06/0.02)
| | | | | | | | 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 (3.05/1.01)
| | | | | | | | native-country = Columbia: <=50K (4.06/0.02)
| | | | | | | | native-country = Hungary: <=50K (2.03/1.01)
| | | | | | | | native-country = Guatemala: <=50K (3.05/0.01)
| | | | | | | | native-country = Nicaragua: <=50K (3.05/0.01)
| | | | | | | | native-country = Scotland: <=50K (2.03/1.01)
| | | | | | | | native-country = Thailand: <=50K (0.0)
| | | | | | | | native-country = Yugoslavia: <=50K (4.06/2.02)
| | | | | | | | native-country = El-Salvador: <=50K (5.08/1.02)
| | | | | | | | native-country = Trinadad&Tobago: <=50K (2.03/0.01)
| | | | | | | | native-country = Peru: <=50K (1.02/0.0)
| | | | | | | | native-country = Hong: <=50K (2.03/0.01)
| | | | | | | | native-country = Holand-Netherlands: <=50K (0.0)
| | | | | | | capital-loss > 1504: <=50K (48.0)
| | | education-num > 12
| | | | hours-per-week <= 31
| | | | | sex = Female: >50K (50.0/21.0)
| | | | | sex = Male: <=50K (154.0/46.0)
| | | | hours-per-week > 31
| | | | | age <= 29
| | | | | | native-country = United-States
| | | | | | | relationship = Wife
| | | | | | | | age <= 25: <=50K (10.0/2.0)
| | | | | | | | age > 25: >50K (26.0/5.0)
| | | | | | | relationship = Own-child: <=50K (1.0)
| | | | | | | relationship = Husband
| | | | | | | | occupation = Tech-support: <=50K (5.08/2.04)
| | | | | | | | occupation = Craft-repair: <=50K (9.15/3.07)
| | | | | | | | occupation = Other-service: <=50K (5.08/0.04)
| | | | | | | | occupation = Sales
| | | | | | | | | workclass = Private: >50K (25.41/12.2)
| | | | | | | | | workclass = Self-emp-not-inc: >50K (1.02/0.01)
| | | | | | | | | workclass = Self-emp-inc: >50K (2.03/0.02)
| | | | | | | | | 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: >50K (26.42/13.21)
| | | | | | | | occupation = Prof-specialty
| | | | | | | | | workclass = Private
| | | | | | | | | | age <= 28: <=50K (29.05/7.0)
| | | | | | | | | | age > 28: >50K (2.25)
| | | | | | | | | workclass = Self-emp-not-inc: <=50K (0.0)
| | | | | | | | | workclass = Self-emp-inc: >50K (2.03/0.02)
| | | | | | | | | workclass = Federal-gov: <=50K (1.02/0.01)
| | | | | | | | | workclass = Local-gov: <=50K (3.05/0.02)
| | | | | | | | | workclass = State-gov: >50K (1.02/0.01)
| | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | occupation = Handlers-cleaners: <=50K (0.0)
| | | | | | | | occupation = Machine-op-inspct: <=50K (1.93/0.02)
| | | | | | | | occupation = Adm-clerical: <=50K (4.07/0.03)
| | | | | | | | occupation = Farming-fishing: <=50K (0.0)
| | | | | | | | occupation = Transport-moving: <=50K (0.0)
| | | | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | | | occupation = Protective-serv: >50K (6.1/2.05)
| | | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | | relationship = Not-in-family: >50K (1.0)
| | | | | | | relationship = Other-relative: <=50K (5.0/1.0)
| | | | | | | relationship = Unmarried: <=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 (1.02)
| | | | | | native-country = Germany: <=50K (2.03)
| | | | | | native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
| | | | | | native-country = India: <=50K (2.03/1.0)
| | | | | | native-country = Japan: <=50K (1.02)
| | | | | | native-country = Greece: <=50K (0.0)
| | | | | | native-country = South: <=50K (0.0)
| | | | | | native-country = China: <=50K (0.0)
| | | | | | native-country = Cuba: <=50K (2.03/1.0)
| | | | | | native-country = Iran: <=50K (0.0)
| | | | | | native-country = Honduras: <=50K (0.0)
| | | | | | native-country = Philippines: <=50K (1.02)
| | | | | | 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)
| | | | | | native-country = Portugal: <=50K (0.0)
| | | | | | native-country = Ireland: <=50K (0.0)
| | | | | | native-country = France: >50K (2.03/0.03)
| | | | | | native-country = Dominican-Republic: <=50K (1.02)
| | | | | | native-country = Laos: <=50K (0.0)
| | | | | | native-country = Ecuador: <=50K (0.0)
| | | | | | native-country = Taiwan: <=50K (1.02)
| | | | | | native-country = Haiti: <=50K (0.0)
| | | | | | 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 (1.02/0.02)
| | | | | | native-country = El-Salvador: <=50K (0.0)
| | | | | | native-country = Trinadad&Tobago: <=50K (0.0)
| | | | | | native-country = Peru: <=50K (0.0)
| | | | | | native-country = Hong: >50K (1.02/0.02)
| | | | | | native-country = Holand-Netherlands: <=50K (0.0)
| | | | | age > 29
| | | | | | occupation = Tech-support
| | | | | | | workclass = Private: >50K (28.5/10.29)
| | | | | | | 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 (2.04/1.02)
| | | | | | | workclass = State-gov: >50K (1.02/0.01)
| | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | occupation = Craft-repair
| | | | | | | native-country = United-States
| | | | | | | | education = Bachelors
| | | | | | | | | workclass = Private: >50K (38.35/18.16)
| | | | | | | | | workclass = Self-emp-not-inc: <=50K (12.15/3.06)
| | | | | | | | | workclass = Self-emp-inc: <=50K (6.07/3.03)
| | | | | | | | | workclass = Federal-gov: <=50K (2.02/1.01)
| | | | | | | | | workclass = Local-gov: <=50K (4.05/1.02)
| | | | | | | | | workclass = State-gov: >50K (1.01/0.01)
| | | | | | | | | 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 (2.09/1.05)
| | | | | | | | 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 (2.11/0.06)
| | | | | | | | | workclass = Self-emp-not-inc: >50K (5.28/1.15)
| | | | | | | | | workclass = Self-emp-inc: <=50K (1.06/0.03)
| | | | | | | | | workclass = Federal-gov: <=50K (1.06/0.03)
| | | | | | | | | 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 = 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)
| | | | | | | native-country = Cambodia: >50K (1.01/0.01)
| | | | | | | native-country = England: >50K (1.01/0.01)
| | | | | | | native-country = Puerto-Rico: <=50K (0.0)
| | | | | | | native-country = Canada: <=50K (1.01)
| | | | | | | 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 (1.01/0.01)
| | | | | | | native-country = Greece: <=50K (0.0)
| | | | | | | native-country = South: <=50K (0.0)
| | | | | | | native-country = China: <=50K (0.09)
| | | | | | | native-country = Cuba: <=50K (0.0)
| | | | | | | native-country = Iran: <=50K (0.0)
| | | | | | | native-country = Honduras: <=50K (0.0)
| | | | | | | native-country = Philippines: <=50K (3.04/1.0)
| | | | | | | native-country = Italy: <=50K (0.0)
| | | | | | | native-country = Poland: <=50K (0.0)
| | | | | | | native-country = Jamaica: <=50K (0.0)
| | | | | | | native-country = Vietnam: >50K (1.01/0.01)
| | | | | | | native-country = Mexico: <=50K (2.02/1.0)
| | | | | | | 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 (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: <=50K (20.36/5.15)
| | | | | | occupation = Sales
| | | | | | | native-country = United-States
| | | | | | | | race = White
| | | | | | | | | workclass = Private
| | | | | | | | | | education = Bachelors: >50K (119.39/36.79)
| | | | | | | | | | 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 (2.02)
| | | | | | | | | | 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 (19.86/4.51)
| | | | | | | | | | 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
| | | | | | | | | | hours-per-week <= 57: >50K (24.45/8.3)
| | | | | | | | | | hours-per-week > 57
| | | | | | | | | | | education = Bachelors
| | | | | | | | | | | | age <= 40: >50K (2.0/1.0)
| | | | | | | | | | | | age > 40: <=50K (3.06/0.04)
| | | | | | | | | | | 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 (2.04/0.04)
| | | | | | | | | | | 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 (41.65/12.42)
| | | | | | | | | workclass = Federal-gov: <=50K (1.02/0.01)
| | | | | | | | | 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 (2.86)
| | | | | | | | race = Amer-Indian-Eskimo: >50K (0.0)
| | | | | | | | race = Other: <=50K (0.93)
| | | | | | | | race = Black: >50K (6.13/1.0)
| | | | | | | native-country = Cambodia: >50K (0.0)
| | | | | | | native-country = England: <=50K (1.02/0.01)
| | | | | | | native-country = Puerto-Rico: <=50K (1.02/0.01)
| | | | | | | native-country = Canada: >50K (2.05/0.02)
| | | | | | | native-country = Germany: >50K (0.0)
| | | | | | | native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
| | | | | | | native-country = India: <=50K (5.12/0.06)
| | | | | | | native-country = Japan: <=50K (1.02/0.01)
| | | | | | | native-country = Greece: >50K (0.0)
| | | | | | | native-country = South: >50K (2.05/1.02)
| | | | | | | native-country = China: <=50K (0.27/0.0)
| | | | | | | 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 (0.0)
| | | | | | | native-country = Poland: >50K (0.0)
| | | | | | | native-country = Jamaica: <=50K (1.02/0.01)
| | | | | | | native-country = Vietnam: <=50K (1.02/0.01)
| | | | | | | native-country = Mexico: >50K (1.02/0.01)
| | | | | | | 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 (0.13/0.0)
| | | | | | | 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: >50K (544.52/123.48)
| | | | | | occupation = Prof-specialty
| | | | | | | native-country = United-States
| | | | | | | | education-num <= 14
| | | | | | | | | relationship = Wife
| | | | | | | | | | workclass = Private: >50K (13.08/6.0)
| | | | | | | | | | workclass = Self-emp-not-inc: >50K (2.01/1.0)
| | | | | | | | | | workclass = Self-emp-inc: >50K (0.0)
| | | | | | | | | | workclass = Federal-gov: >50K (0.0)
| | | | | | | | | | workclass = Local-gov: >50K (40.26/6.0)
| | | | | | | | | | workclass = State-gov: >50K (5.03/1.0)
| | | | | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | | | | relationship = Own-child: >50K (0.0)
| | | | | | | | | relationship = Husband
| | | | | | | | | | workclass = Private: >50K (228.96/59.18)
| | | | | | | | | | workclass = Self-emp-not-inc: >50K (26.66/12.39)
| | | | | | | | | | workclass = Self-emp-inc: >50K (12.31/4.18)
| | | | | | | | | | workclass = Federal-gov: >50K (19.48/4.29)
| | | | | | | | | | workclass = Local-gov
| | | | | | | | | | | education = Bachelors
| | | | | | | | | | | | race = White: >50K (49.44/22.9)
| | | | | | | | | | | | 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)
| | | | | | | | | | | 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 (45.81/14.54)
| | | | | | | | | | | 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 (13.53/3.33)
| | | | | | | | | | | 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 (2.03/0.03)
| | | | | | | | | | | | age > 32: >50K (20.33/3.2)
| | | | | | | | | | | 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 (1.0)
| | | | | | | | | relationship = Other-relative: <=50K (2.0)
| | | | | | | | | relationship = Unmarried: >50K (0.0)
| | | | | | | | education-num > 14: >50K (180.05/24.3)
| | | | | | | native-country = Cambodia: >50K (0.0)
| | | | | | | native-country = England: >50K (5.13/2.02)
| | | | | | | native-country = Puerto-Rico: >50K (0.0)
| | | | | | | native-country = Canada
| | | | | | | | age <= 36: <=50K (2.02/0.01)
| | | | | | | | age > 36: >50K (2.08/1.01)
| | | | | | | native-country = Germany: >50K (4.1/1.02)
| | | | | | | native-country = Outlying-US(Guam-USVI-etc): >50K (0.0)
| | | | | | | native-country = India: >50K (14.35/6.06)
| | | | | | | native-country = Japan: <=50K (1.03/0.02)
| | | | | | | native-country = Greece: >50K (0.0)
| | | | | | | native-country = South: <=50K (3.08/0.06)
| | | | | | | native-country = China
| | | | | | | | education = Bachelors: <=50K (1.83/0.03)
| | | | | | | | education = Some-college: <=50K (0.0)
| | | | | | | | education = 11th: <=50K (0.0)
| | | | | | | | education = HS-grad: <=50K (0.0)
| | | | | | | | education = Prof-school: >50K (0.02/0.01)
| | | | | | | | 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 (2.05/1.0)
| | | | | | | | education = 1st-4th: <=50K (0.0)
| | | | | | | | education = 10th: <=50K (0.0)
| | | | | | | | education = Doctorate: >50K (4.07/2.0)
| | | | | | | | education = 5th-6th: <=50K (0.0)
| | | | | | | | education = Preschool: <=50K (0.0)
| | | | | | | native-country = Cuba: >50K (0.0)
| | | | | | | native-country = Iran: >50K (4.1/1.02)
| | | | | | | native-country = Honduras: >50K (0.0)
| | | | | | | native-country = Philippines: >50K (6.15/0.03)
| | | | | | | native-country = Italy: >50K (1.03/0.0)
| | | | | | | native-country = Poland: >50K (0.0)
| | | | | | | native-country = Jamaica: >50K (0.0)
| | | | | | | native-country = Vietnam: <=50K (1.03/0.02)
| | | | | | | 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 (1.03/0.02)
| | | | | | | native-country = Taiwan: >50K (4.5/0.02)
| | | | | | | native-country = Haiti: >50K (1.03/0.0)
| | | | | | | native-country = Columbia: >50K (2.05/1.01)
| | | | | | | 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 (1.03/0.0)
| | | | | | | native-country = Yugoslavia: >50K (0.0)
| | | | | | | native-country = El-Salvador: >50K (2.05/0.01)
| | | | | | | 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)
| | | | | | occupation = Handlers-cleaners
| | | | | | | workclass = Private: <=50K (10.18/3.08)
| | | | | | | workclass = Self-emp-not-inc: <=50K (0.0)
| | | | | | | workclass = Self-emp-inc: <=50K (0.0)
| | | | | | | workclass = Federal-gov: <=50K (2.04/0.02)
| | | | | | | 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 = Machine-op-inspct: <=50K (23.41/9.17)
| | | | | | occupation = Adm-clerical
| | | | | | | hours-per-week <= 44
| | | | | | | | native-country = United-States: >50K (54.15/25.37)
| | | | | | | | native-country = Cambodia: >50K (0.0)
| | | | | | | | native-country = England: <=50K (1.04/0.03)
| | | | | | | | native-country = Puerto-Rico: >50K (0.0)
| | | | | | | | native-country = Canada: >50K (0.0)
| | | | | | | | native-country = Germany: >50K (1.04/0.01)
| | | | | | | | 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 (1.15/0.03)
| | | | | | | | native-country = Cuba: >50K (0.0)
| | | | | | | | native-country = Iran: >50K (0.0)
| | | | | | | | native-country = Honduras: >50K (0.0)
| | | | | | | | native-country = Philippines
| | | | | | | | | workclass = Private
| | | | | | | | | | age <= 40: >50K (4.16)
| | | | | | | | | | age > 40
| | | | | | | | | | | age <= 43: >50K (2.0/1.0)
| | | | | | | | | | | age > 43: <=50K (2.16/0.16)
| | | | | | | | | workclass = Self-emp-not-inc: >50K (0.0)
| | | | | | | | | workclass = Self-emp-inc: <=50K (0.16)
| | | | | | | | | workclass = Federal-gov: >50K (2.0/1.0)
| | | | | | | | | workclass = Local-gov: >50K (1.0)
| | | | | | | | | workclass = State-gov: >50K (0.0)
| | | | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | | | 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 (2.09/0.06)
| | | | | | | | 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)
| | | | | | | hours-per-week > 44
| | | | | | | | workclass = Private: >50K (16.44/2.17)
| | | | | | | | workclass = Self-emp-not-inc: >50K (0.0)
| | | | | | | | workclass = Self-emp-inc: >50K (0.0)
| | | | | | | | workclass = Federal-gov: >50K (3.08/0.03)
| | | | | | | | workclass = Local-gov: >50K (1.03/0.01)
| | | | | | | | workclass = State-gov: >50K (4.11/0.04)
| | | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | occupation = Farming-fishing
| | | | | | | workclass = Private: <=50K (10.18/1.08)
| | | | | | | workclass = Self-emp-not-inc: <=50K (22.39/7.17)
| | | | | | | workclass = Self-emp-inc: >50K (1.02/0.01)
| | | | | | | workclass = Federal-gov: <=50K (0.0)
| | | | | | | 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
| | | | | | | | | hours-per-week <= 42: <=50K (5.16/0.04)
| | | | | | | | | hours-per-week > 42: >50K (10.13/5.05)
| | | | | | | | workclass = Self-emp-not-inc: <=50K (3.06/0.02)
| | | | | | | | 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)
| | | | | | | race = Asian-Pac-Islander: >50K (1.02/0.02)
| | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | race = Other: >50K (0.01)
| | | | | | | race = Black: <=50K (3.01/0.01)
| | | | | | occupation = Priv-house-serv: <=50K (1.02/0.01)
| | | | | | occupation = Protective-serv
| | | | | | | native-country = United-States: >50K (26.47/6.27)
| | | | | | | 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)
| | | | | | | 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 (0.02)
| | | | | | | 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: >50K (389.0/9.0)
| | | capital-loss > 1980
| | | | capital-loss <= 2163: <=50K (45.0)
| | | | capital-loss > 2163
| | | | | education-num <= 12
| | | | | | capital-loss <= 2174: >50K (5.0)
| | | | | | capital-loss > 2174
| | | | | | | race = White
| | | | | | | | education = Bachelors: <=50K (0.0)
| | | | | | | | education = Some-college
| | | | | | | | | fnlwgt <= 168496: >50K (4.0)
| | | | | | | | | fnlwgt > 168496
| | | | | | | | | | hours-per-week <= 44: <=50K (4.0)
| | | | | | | | | | hours-per-week > 44: >50K (2.0/1.0)
| | | | | | | | education = 11th: <=50K (1.0)
| | | | | | | | education = HS-grad: <=50K (8.0/2.0)
| | | | | | | | education = Prof-school: <=50K (0.0)
| | | | | | | | education = Assoc-acdm: <=50K (1.0)
| | | | | | | | education = Assoc-voc: >50K (5.0/2.0)
| | | | | | | | education = 9th: <=50K (0.0)
| | | | | | | | education = 7th-8th: <=50K (1.0)
| | | | | | | | education = 12th: <=50K (0.0)
| | | | | | | | education = Masters: <=50K (0.0)
| | | | | | | | education = 1st-4th: <=50K (2.0)
| | | | | | | | education = 10th: <=50K (0.0)
| | | | | | | | education = Doctorate: <=50K (0.0)
| | | | | | | | education = 5th-6th: <=50K (3.0)
| | | | | | | | education = Preschool: <=50K (0.0)
| | | | | | | race = Asian-Pac-Islander: <=50K (0.0)
| | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | race = Other: <=50K (2.0)
| | | | | | | race = Black: <=50K (3.0)
| | | | | education-num > 12: >50K (43.0/2.0)
| marital-status = Divorced
| | education-num <= 12: <=50K (2341.0/109.0)
| | education-num > 12
| | | native-country = United-States
| | | | hours-per-week <= 43
| | | | | occupation = Tech-support: <=50K (15.51/2.0)
| | | | | occupation = Craft-repair: <=50K (7.27)
| | | | | occupation = Other-service: <=50K (10.39)
| | | | | occupation = Sales
| | | | | | sex = Female: <=50K (12.72/1.0)
| | | | | | sex = Male
| | | | | | | age <= 53
| | | | | | | | workclass = Private
| | | | | | | | | fnlwgt <= 212407: <=50K (3.0/1.0)
| | | | | | | | | fnlwgt > 212407: >50K (2.0)
| | | | | | | | workclass = Self-emp-not-inc: >50K (2.0/1.0)
| | | | | | | | 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)
| | | | | | | age > 53: <=50K (4.16)
| | | | | occupation = Exec-managerial: <=50K (56.01/11.0)
| | | | | occupation = Prof-specialty
| | | | | | relationship = Wife: <=50K (0.0)
| | | | | | relationship = Own-child: <=50K (5.0)
| | | | | | relationship = Husband: <=50K (0.0)
| | | | | | relationship = Not-in-family: <=50K (79.01/13.0)
| | | | | | relationship = Other-relative: <=50K (2.44/1.0)
| | | | | | relationship = Unmarried
| | | | | | | workclass = Private
| | | | | | | | capital-loss <= 974: <=50K (9.34)
| | | | | | | | capital-loss > 974: >50K (2.0/1.0)
| | | | | | | workclass = Self-emp-not-inc: <=50K (3.09)
| | | | | | | workclass = Self-emp-inc: <=50K (0.0)
| | | | | | | workclass = Federal-gov: <=50K (2.06/1.0)
| | | | | | | workclass = Local-gov: <=50K (18.48)
| | | | | | | workclass = State-gov: <=50K (8.25)
| | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | occupation = Handlers-cleaners: <=50K (3.12)
| | | | | occupation = Machine-op-inspct: <=50K (3.04)
| | | | | occupation = Adm-clerical: <=50K (35.24/1.0)
| | | | | occupation = Farming-fishing: <=50K (2.08)
| | | | | occupation = Transport-moving: <=50K (1.04)
| | | | | occupation = Priv-house-serv: <=50K (2.0)
| | | | | occupation = Protective-serv: <=50K (5.19/2.0)
| | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | hours-per-week > 43
| | | | | workclass = Private: <=50K (117.09/52.93)
| | | | | workclass = Self-emp-not-inc
| | | | | | occupation = Tech-support: <=50K (0.0)
| | | | | | occupation = Craft-repair: <=50K (1.02)
| | | | | | occupation = Other-service: >50K (1.02/0.02)
| | | | | | occupation = Sales: <=50K (6.12/1.0)
| | | | | | occupation = Exec-managerial: <=50K (6.12/2.0)
| | | | | | occupation = Prof-specialty
| | | | | | | education = Bachelors: <=50K (3.12/1.0)
| | | | | | | 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 (3.04/1.04)
| | | | | | | 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)
| | | | | | 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 (1.97)
| | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | occupation = Protective-serv: <=50K (0.0)
| | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | workclass = Self-emp-inc: <=50K (10.21/2.0)
| | | | | workclass = Federal-gov: >50K (5.1/2.1)
| | | | | workclass = Local-gov
| | | | | | race = White: <=50K (29.59)
| | | | | | 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)
| | | | | workclass = State-gov: <=50K (8.17/1.0)
| | | | | workclass = Without-pay: <=50K (0.0)
| | | | | workclass = Never-worked: <=50K (0.0)
| | | native-country = Cambodia: <=50K (0.0)
| | | native-country = England: >50K (2.05/0.05)
| | | native-country = Puerto-Rico: <=50K (1.03/0.0)
| | | native-country = Canada: <=50K (2.05/0.0)
| | | native-country = Germany: <=50K (7.19/0.01)
| | | native-country = Outlying-US(Guam-USVI-etc): <=50K (1.03/0.0)
| | | native-country = India: >50K (2.05/0.05)
| | | native-country = Japan: <=50K (2.05/1.0)
| | | native-country = Greece: <=50K (0.0)
| | | native-country = South: <=50K (2.05/1.0)
| | | native-country = China: <=50K (1.03/0.0)
| | | native-country = Cuba: <=50K (0.0)
| | | native-country = Iran: <=50K (2.05/0.0)
| | | native-country = Honduras: <=50K (1.03/0.0)
| | | native-country = Philippines: <=50K (3.08/0.01)
| | | native-country = Italy: <=50K (0.0)
| | | native-country = Poland: <=50K (0.0)
| | | native-country = Jamaica: <=50K (1.03/0.0)
| | | native-country = Vietnam: <=50K (0.0)
| | | native-country = Mexico: >50K (1.03/0.03)
| | | native-country = Portugal: <=50K (1.03/0.0)
| | | native-country = Ireland: <=50K (1.03/0.0)
| | | native-country = France: <=50K (2.05/1.0)
| | | native-country = Dominican-Republic: <=50K (1.03/0.0)
| | | native-country = Laos: <=50K (0.0)
| | | native-country = Ecuador: <=50K (0.0)
| | | native-country = Taiwan: <=50K (0.0)
| | | native-country = Haiti: <=50K (1.03/0.0)
| | | native-country = Columbia: <=50K (0.0)
| | | native-country = Hungary: >50K (1.03/0.03)
| | | 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 (1.03/0.0)
| | | 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 <= 1980: <=50K (5556.0/60.0)
| | | capital-loss > 1980
| | | | capital-loss <= 2377: <=50K (23.0/2.0)
| | | | capital-loss > 2377: >50K (5.0)
| | education-num > 12
| | | education-num <= 14
| | | | age <= 27: <=50K (640.0/8.0)
| | | | age > 27
| | | | | hours-per-week <= 42
| | | | | | native-country = United-States
| | | | | | | education = Bachelors
| | | | | | | | workclass = Private
| | | | | | | | | occupation = Tech-support: <=50K (15.32/2.05)
| | | | | | | | | occupation = Craft-repair: <=50K (12.25/1.04)
| | | | | | | | | occupation = Other-service: <=50K (13.2/0.04)
| | | | | | | | | occupation = Sales: <=50K (37.71/6.11)
| | | | | | | | | occupation = Exec-managerial: <=50K (38.65/1.12)
| | | | | | | | | occupation = Prof-specialty
| | | | | | | | | | race = White
| | | | | | | | | | | relationship = Wife: <=50K (0.0)
| | | | | | | | | | | relationship = Own-child: <=50K (7.22/2.0)
| | | | | | | | | | | relationship = Husband: <=50K (0.0)
| | | | | | | | | | | relationship = Not-in-family
| | | | | | | | | | | | sex = Female
| | | | | | | | | | | | | age <= 41: <=50K (18.42)
| | | | | | | | | | | | | age > 41
| | | | | | | | | | | | | | age <= 45: >50K (2.0)
| | | | | | | | | | | | | | age > 45: <=50K (4.0)
| | | | | | | | | | | | sex = Male: <=50K (29.79/7.14)
| | | | | | | | | | | relationship = Other-relative: <=50K (1.0)
| | | | | | | | | | | relationship = Unmarried: <=50K (2.0)
| | | | | | | | | | race = Asian-Pac-Islander: <=50K (0.0)
| | | | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | | | | race = Other: <=50K (1.0)
| | | | | | | | | | race = Black: <=50K (6.86)
| | | | | | | | | occupation = Handlers-cleaners: <=50K (6.13/0.02)
| | | | | | | | | occupation = Machine-op-inspct: <=50K (7.15/0.02)
| | | | | | | | | occupation = Adm-clerical: <=50K (41.79/1.12)
| | | | | | | | | occupation = Farming-fishing: <=50K (1.02/0.0)
| | | | | | | | | occupation = Transport-moving: <=50K (2.04/0.01)
| | | | | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | | | | occupation = Protective-serv: <=50K (2.04/0.01)
| | | | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | | | workclass = Self-emp-not-inc: <=50K (15.32/1.05)
| | | | | | | | workclass = Self-emp-inc: <=50K (4.08/0.01)
| | | | | | | | workclass = Federal-gov: <=50K (20.27/4.06)
| | | | | | | | workclass = Local-gov: <=50K (18.38/0.05)
| | | | | | | | workclass = State-gov: <=50K (27.57/2.08)
| | | | | | | | 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 (0.0)
| | | | | | | 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 (104.64/16.93)
| | | | | | | 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 (1.03/0.0)
| | | | | | native-country = Puerto-Rico: <=50K (2.07/0.01)
| | | | | | native-country = Canada: <=50K (4.14/0.02)
| | | | | | native-country = Germany: <=50K (4.14/0.02)
| | | | | | native-country = Outlying-US(Guam-USVI-etc): <=50K (0.0)
| | | | | | native-country = India: <=50K (1.03/0.0)
| | | | | | native-country = Japan: <=50K (2.07/1.01)
| | | | | | native-country = Greece: <=50K (0.0)
| | | | | | native-country = South: <=50K (2.07/0.01)
| | | | | | native-country = China: <=50K (1.03/0.0)
| | | | | | native-country = Cuba: <=50K (0.0)
| | | | | | native-country = Iran: <=50K (0.0)
| | | | | | native-country = Honduras: <=50K (0.0)
| | | | | | native-country = Philippines: <=50K (5.17/1.02)
| | | | | | native-country = Italy: <=50K (0.0)
| | | | | | native-country = Poland: <=50K (2.07/0.01)
| | | | | | native-country = Jamaica: <=50K (0.0)
| | | | | | native-country = Vietnam: <=50K (2.07/0.01)
| | | | | | native-country = Mexico: <=50K (1.03/0.0)
| | | | | | native-country = Portugal: <=50K (1.03/0.0)
| | | | | | 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 (2.07/1.01)
| | | | | | 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 (0.0)
| | | | | | native-country = Scotland: <=50K (0.0)
| | | | | | native-country = Thailand: <=50K (2.07/0.01)
| | | | | | 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 (1.03/0.0)
| | | | | | native-country = Holand-Netherlands: <=50K (0.0)
| | | | | hours-per-week > 42
| | | | | | native-country = United-States
| | | | | | | occupation = Tech-support: <=50K (8.16/3.03)
| | | | | | | occupation = Craft-repair: <=50K (6.12/1.02)
| | | | | | | occupation = Other-service: <=50K (8.16/0.03)
| | | | | | | occupation = Sales: <=50K (44.57/15.98)
| | | | | | | occupation = Exec-managerial: <=50K (69.05/23.27)
| | | | | | | occupation = Prof-specialty
| | | | | | | | race = White
| | | | | | | | | workclass = Private
| | | | | | | | | | capital-gain <= 1086
| | | | | | | | | | | sex = Female: <=50K (20.43/3.21)
| | | | | | | | | | | sex = Male
| | | | | | | | | | | | relationship = Wife: <=50K (0.0)
| | | | | | | | | | | | relationship = Own-child: <=50K (4.21/1.0)
| | | | | | | | | | | | relationship = Husband: <=50K (0.0)
| | | | | | | | | | | | relationship = Not-in-family
| | | | | | | | | | | | | hours-per-week <= 63
| | | | | | | | | | | | | | education = Bachelors
| | | | | | | | | | | | | | | hours-per-week <= 48
| | | | | | | | | | | | | | | | age <= 34: <=50K (3.0)
| | | | | | | | | | | | | | | | age > 34: >50K (2.0/1.0)
| | | | | | | | | | | | | | | hours-per-week > 48
| | | | | | | | | | | | | | | | hours-per-week <= 52
| | | | | | | | | | | | | | | | | age <= 31: <=50K (3.0/1.0)
| | | | | | | | | | | | | | | | | age > 31: >50K (2.0)
| | | | | | | | | | | | | | | | hours-per-week > 52: >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
| | | | | | | | | | | | | | | age <= 31: <=50K (2.0)
| | | | | | | | | | | | | | | age > 31
| | | | | | | | | | | | | | | | fnlwgt <= 79372: <=50K (2.0)
| | | | | | | | | | | | | | | | fnlwgt > 79372: >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)
| | | | | | | | | | | | | hours-per-week > 63: <=50K (4.0)
| | | | | | | | | | | | relationship = Other-relative: <=50K (0.0)
| | | | | | | | | | | | relationship = Unmarried: <=50K (0.0)
| | | | | | | | | | capital-gain > 1086: <=50K (3.0)
| | | | | | | | | workclass = Self-emp-not-inc: <=50K (3.95/0.02)
| | | | | | | | | workclass = Self-emp-inc: <=50K (0.0)
| | | | | | | | | workclass = Federal-gov: <=50K (3.04/0.01)
| | | | | | | | | workclass = Local-gov: <=50K (28.36/6.12)
| | | | | | | | | workclass = State-gov: <=50K (4.05/0.02)
| | | | | | | | | workclass = Without-pay: <=50K (0.0)
| | | | | | | | | workclass = Never-worked: <=50K (0.0)
| | | | | | | | race = Asian-Pac-Islander: <=50K (0.38)
| | | | | | | | race = Amer-Indian-Eskimo: <=50K (0.0)
| | | | | | | | race = Other: <=50K (2.0)
| | | | | | | | race = Black
| | | | | | | | | fnlwgt <= 214738: <=50K (2.25)
| | | | | | | | | fnlwgt > 214738: >50K (2.0)
| | | | | | | occupation = Handlers-cleaners: <=50K (0.0)
| | | | | | | occupation = Machine-op-inspct: <=50K (0.0)
| | | | | | | occupation = Adm-clerical
| | | | | | | | hours-per-week <= 52: <=50K (8.19/0.05)
| | | | | | | | hours-per-week > 52
| | | | | | | | | age <= 39: <=50K (2.05/1.0)
| | | | | | | | | age > 39: >50K (2.0/1.0)
| | | | | | | occupation = Farming-fishing: <=50K (2.04/0.01)
| | | | | | | occupation = Transport-moving: <=50K (1.02/0.0)
| | | | | | | occupation = Priv-house-serv: <=50K (0.0)
| | | | | | | occupation = Protective-serv: <=50K (6.12/2.02)
| | | | | | | occupation = Armed-Forces: <=50K (0.0)
| | | | | | native-country = Cambodia: <=50K (0.0)
| | | | | | native-country = England: <=50K (2.07/0.01)
| | | | | | native-country = Puerto-Rico: <=50K (0.0)
| | | | | | native-country = Canada: <=50K (1.03/0.01)
| | | | | | native-country = Germany: <=50K (1.03/0.01)
| | | | | | native-country = Outlying-US(Guam-USVI-etc): <=50K (1.03/0.01)
| | | | | | 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 (1.03/0.01)
| | | | | | native-country = Cuba: <=50K (2.07/0.01)
| | | | | | 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 (1.03/0.03)
| | | | | | native-country = Poland: <=50K (1.03/0.01)
| | | | | | native-country = Jamaica: <=50K (0.0)
| | | | | | native-country = Vietnam: <=50K (0.0)
| | | | | | native-country = Mexico: <=50K (6.2/1.04)
| | | | | | native-country = Portugal: <=50K (0.0)
| | | | | | native-country = Ireland: <=50K (0.0)
| | | | | | 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 (0.0)
| | | | | | native-country = Taiwan: <=50K (2.07/0.01)
| | | | | | native-country = Haiti: <=50K (1.03/0.01)
| | | | | | native-country = Columbia: <=50K (0.0)
| | | | | | native-country = Hungary: <=50K (0.0)
| | | | | | native-country = Guatemala: <=50K (0.0)
| | | | | | native-country = Nicaragua: <=50K (1.03/0.01)
| | | | | | native-country = Scotland: <=50K (1.03/0.01)
| | | | | | native-country = Thailand: <=50K (0.0)
| | | | | | native-country = Yugoslavia: <=50K (0.0)
| | | | | | native-country = El-Salvador: <=50K (0.0)
| | | | | | native-country = Trinadad&Tobago: <=50K (1.03/0.01)
| | | | | | native-country = Peru: <=50K (0.0)
| | | | | | native-country = Hong: <=50K (0.0)
| | | | | | native-country = Holand-Netherlands: <=50K (0.0)
| | | education-num > 14
| | | | age <= 32: <=50K (45.0/5.0)
| | | | age > 32
| | | | | capital-loss <= 653
| | | | | | occupation = Tech-support: >50K (0.0)
| | | | | | occupation = Craft-repair: >50K (0.0)
| | | | | | occupation = Other-service: >50K (1.04/0.02)
| | | | | | occupation = Sales: >50K (0.0)
| | | | | | occupation = Exec-managerial: >50K (7.28/0.14)
| | | | | | occupation = Prof-specialty
| | | | | | | workclass = Private
| | | | | | | | age <= 52: >50K (14.42/3.0)
| | | | | | | | age > 52: <=50K (7.42/1.0)
| | | | | | | 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 (3.18)
| | | | | | | | 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
| | | | | | | | | age <= 40: >50K (3.0)
| | | | | | | | | age > 40: <=50K (3.18/1.0)
| | | | | | | | education = 5th-6th: >50K (0.0)
| | | | | | | | education = Preschool: >50K (0.0)
| | | | | | | workclass = Self-emp-inc: <=50K (1.04/0.02)
| | | | | | | workclass = Federal-gov: >50K (4.16/1.08)
| | | | | | | workclass = Local-gov: <=50K (2.08/0.04)
| | | | | | | workclass = State-gov: <=50K (4.16/0.08)
| | | | | | | workclass = Without-pay: >50K (0.0)
| | | | | | | workclass = Never-worked: >50K (0.0)
| | | | | | occupation = Handlers-cleaners: >50K (0.0)
| | | | | | occupation = Machine-op-inspct: >50K (1.04/0.02)
| | | | | | 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)
| | | | | capital-loss > 653: >50K (9.0)
| marital-status = Separated: <=50K (679.0/34.0)
| marital-status = Widowed: <=50K (649.0/40.0)
| marital-status = Married-spouse-absent: <=50K (266.0/18.0)
| marital-status = Married-AF-spouse
| | education-num <= 12
| | | relationship = Wife
| | | | hours-per-week <= 32: <=50K (4.0)
| | | | hours-per-week > 32: >50K (3.0/1.0)
| | | relationship = Own-child: <=50K (0.0)
| | | relationship = Husband: <=50K (4.0)
| | | relationship = Not-in-family: <=50K (0.0)
| | | relationship = Other-relative: <=50K (1.0)
| | | relationship = Unmarried: <=50K (0.0)
| | education-num > 12: >50K (3.0)
capital-gain > 6849: >50K (922.0/13.0)
Number of Leaves : 1759
Size of the tree : 2012
=== Error on training data ===
Correctly Classified Instances 28605 87.8505 %
Incorrectly Classified Instances 3956 12.1495 %
Mean absolute error 0.175
Root mean squared error 0.2998
Relative absolute error 47.8636 %
Root relative squared error 70.1242 %
Total Number of Instances 32561
=== Confusion Matrix ===
a b <-- classified as
5273 2568 | a = >50K
1388 23332 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 13920 85.4984 %
Incorrectly Classified Instances 2361 14.5016 %
Mean absolute error 0.1928
Root mean squared error 0.33
Relative absolute error 53.0843 %
Root relative squared error 77.6828 %
Total Number of Instances 16281
=== Confusion Matrix ===
a b <-- classified as
2393 1453 | a = >50K
908 11527 | b = <=50K
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