IBk classifier: k = 7 === Error on training data === Correctly Classified Instances 430 85.8283 % Incorrectly Classified Instances 71 14.1717 % Mean absolute error 0.1417 Root mean squared error 0.3765 Relative absolute error 40.496 % Root relative squared error 90.0723 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 60 53 | a = >50K 18 370 | b = <=50K === Error on test data === Correctly Classified Instances 414 82.6347 % Incorrectly Classified Instances 87 17.3653 % Mean absolute error 0.1737 Root mean squared error 0.4167 Relative absolute error 49.1619 % Root relative squared error 98.7847 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 51 65 | a = >50K 22 363 | b = <=50K