IBk classifier: k = 7 === Error on training data === Correctly Classified Instances 28263 86.8002 % Incorrectly Classified Instances 4298 13.1998 % Mean absolute error 0.132 Root mean squared error 0.3633 Relative absolute error 36.0998 % Root relative squared error 84.9713 % Total Number of Instances 32561 === Confusion Matrix === a b <-- classified as 5245 2596 | a = >50K 1702 23018 | b = <=50K === Error on test data === Correctly Classified Instances 13493 82.8757 % Incorrectly Classified Instances 2788 17.1243 % Mean absolute error 0.1712 Root mean squared error 0.4138 Relative absolute error 47.1388 % Root relative squared error 97.4168 % Total Number of Instances 16281 === Confusion Matrix === a b <-- classified as 2232 1614 | a = >50K 1174 11261 | b = <=50K