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Initial Experiments
IBk classifier: k = 7
=== Error on training data ===
Correctly Classified Instances 430 85.8283 %
Incorrectly Classified Instances 71 14.1717 %
Mean absolute error 0.1417
Root mean squared error 0.3765
Relative absolute error 40.496 %
Root relative squared error 90.0723 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
60 53 | a = >50K
18 370 | 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
51 65 | a = >50K
22 363 | b = <=50K
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