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Initial Experiments
IBk classifier: k = 6
=== Error on training data ===
Correctly Classified Instances 432 86.2275 %
Incorrectly Classified Instances 69 13.7725 %
Mean absolute error 0.1377
Root mean squared error 0.3711
Relative absolute error 39.3552 %
Root relative squared error 88.7947 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
52 61 | a = >50K
8 380 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 414 82.6347 %
Incorrectly Classified Instances 87 17.3653 %
Mean absolute error 0.1737
Root mean squared error 0.4167
Relative absolute error 49.1619 %
Root relative squared error 98.7847 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
45 71 | a = >50K
16 369 | b = <=50K
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