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Initial Experiments
IBk classifier: k = 5
=== Error on training data ===
Correctly Classified Instances 439 87.6248 %
Incorrectly Classified Instances 62 12.3752 %
Mean absolute error 0.1238
Root mean squared error 0.3518
Relative absolute error 35.3627 %
Root relative squared error 84.1702 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
69 44 | a = >50K
18 370 | 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
53 63 | a = >50K
25 360 | b = <=50K
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