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Initial Experiments
IBk classifier: k = 8
=== Error on training data ===
Correctly Classified Instances 428 85.4291 %
Incorrectly Classified Instances 73 14.5709 %
Mean absolute error 0.1457
Root mean squared error 0.3817
Relative absolute error 41.6367 %
Root relative squared error 91.3322 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
51 62 | a = >50K
11 377 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 411 82.0359 %
Incorrectly Classified Instances 90 17.9641 %
Mean absolute error 0.1796
Root mean squared error 0.4238
Relative absolute error 50.8572 %
Root relative squared error 100.4735 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
40 76 | a = >50K
14 371 | b = <=50K
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