IBk classifier: k = 4 === Error on training data === Correctly Classified Instances 435 86.8263 % Incorrectly Classified Instances 66 13.1737 % Mean absolute error 0.1317 Root mean squared error 0.363 Relative absolute error 37.6442 % Root relative squared error 86.8429 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 53 60 | a = >50K 6 382 | b = <=50K === Error on test data === Correctly Classified Instances 410 81.8363 % Incorrectly Classified Instances 91 18.1637 % Mean absolute error 0.1816 Root mean squared error 0.4262 Relative absolute error 51.4222 % Root relative squared error 101.0301 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 40 76 | a = >50K 15 370 | b = <=50K