IBk classifier: k = 8 === Error on training data === Correctly Classified Instances 428 85.4291 % Incorrectly Classified Instances 73 14.5709 % Mean absolute error 0.1457 Root mean squared error 0.3817 Relative absolute error 41.6367 % Root relative squared error 91.3322 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 51 62 | a = >50K 11 377 | b = <=50K === Error on test data === Correctly Classified Instances 411 82.0359 % Incorrectly Classified Instances 90 17.9641 % Mean absolute error 0.1796 Root mean squared error 0.4238 Relative absolute error 50.8572 % Root relative squared error 100.4735 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 40 76 | a = >50K 14 371 | b = <=50K