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Initial Experiments
IBk classifier: k = 4
=== Error on training data ===
Correctly Classified Instances 435 86.8263 %
Incorrectly Classified Instances 66 13.1737 %
Mean absolute error 0.1317
Root mean squared error 0.363
Relative absolute error 37.6442 %
Root relative squared error 86.8429 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
53 60 | a = >50K
6 382 | b = <=50K
=== Error on test data ===
Correctly Classified Instances 410 81.8363 %
Incorrectly Classified Instances 91 18.1637 %
Mean absolute error 0.1816
Root mean squared error 0.4262
Relative absolute error 51.4222 %
Root relative squared error 101.0301 %
Total Number of Instances 501
=== Confusion Matrix ===
a b <-- classified as
40 76 | a = >50K
15 370 | b = <=50K
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