IBk classifier: k = 9 === Error on training data === Correctly Classified Instances 433 86.4271 % Incorrectly Classified Instances 68 13.5729 % Mean absolute error 0.1357 Root mean squared error 0.3684 Relative absolute error 38.7849 % Root relative squared error 88.1489 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 59 54 | a = >50K 14 374 | b = <=50K === Error on test data === Correctly Classified Instances 413 82.4351 % Incorrectly Classified Instances 88 17.5649 % Mean absolute error 0.1756 Root mean squared error 0.4191 Relative absolute error 49.727 % Root relative squared error 99.3508 % Total Number of Instances 501 === Confusion Matrix === a b <-- classified as 50 66 | a = >50K 22 363 | b = <=50K