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Initial Experiments
IBk classifier: k = 2
=== Error on training data ===
Correctly Classified Instances 446 89.022 %
Incorrectly Classified Instances 55 10.978 %
Mean absolute error 0.1098
Root mean squared error 0.3313
Relative absolute error 31.3701 %
Root relative squared error 79.2763 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
58 55 | a = >50K
0 388 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 395 78.8423 %
Incorrectly Classified Instances 106 21.1577 %
Mean absolute error 0.2116
Root mean squared error 0.46
Relative absolute error 59.8984 %
Root relative squared error 109.0393 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
31 85 | a = >50K
21 364 | b = <=50K
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