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Initial Experiments
IBk classifier: k = 10
=== Error on training data ===
Correctly Classified Instances 421 84.0319 %
Incorrectly Classified Instances 80 15.9681 %
Mean absolute error 0.1597
Root mean squared error 0.3996
Relative absolute error 45.6293 %
Root relative squared error 95.6109 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
45 68 | a = >50K
12 376 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 406 81.0379 %
Incorrectly Classified Instances 95 18.9621 %
Mean absolute error 0.1896
Root mean squared error 0.4355
Relative absolute error 53.6826 %
Root relative squared error 103.2267 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
37 79 | a = >50K
16 369 | b = <=50K
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