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Initial Experiments
IBk classifier: k = 3
=== Error on training data ===
Correctly Classified Instances 449 89.6208 %
Incorrectly Classified Instances 52 10.3792 %
Mean absolute error 0.1038
Root mean squared error 0.3222
Relative absolute error 29.659 %
Root relative squared error 77.084 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
78 35 | a = >50K
17 371 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 397 79.2415 %
Incorrectly Classified Instances 104 20.7585 %
Mean absolute error 0.2076
Root mean squared error 0.4556
Relative absolute error 58.7683 %
Root relative squared error 108.0058 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
53 63 | a = >50K
41 344 | b = <=50K
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