IBk classifier: k = 6 === Error on training data === Correctly Classified Instances 28282 86.8585 % Incorrectly Classified Instances 4279 13.1415 % Mean absolute error 0.1314 Root mean squared error 0.3625 Relative absolute error 35.9402 % Root relative squared error 84.7832 % Total Number of Instances 32561 === Confusion Matrix === a b <-- classified as 4623 3218 | a = >50K 1061 23659 | b = <=50K === Error on test data === Correctly Classified Instances 13476 82.7713 % Incorrectly Classified Instances 2805 17.2287 % Mean absolute error 0.1723 Root mean squared error 0.4151 Relative absolute error 47.4262 % Root relative squared error 97.7134 % Total Number of Instances 16281 === Confusion Matrix === a b <-- classified as 1899 1947 | a = >50K 858 11577 | b = <=50K