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Initial Experiments

Intro ] ibk-01-shorttest1 ] ibk-02-shorttest1 ]
[ ibk-03-shorttest1 ] ibk-04-shorttest1 ] ibk-05-shorttest1 ]
ibk-06-shorttest1 ] ibk-07-shorttest1 ] ibk-08-shorttest1 ]
ibk-09-shorttest1 ] ibk-10-shorttest1 ]

Up: Report ]

IBk classifier: k = 3


=== Error on training data ===

Correctly Classified Instances         449               89.6208 %
Incorrectly Classified Instances        52               10.3792 %
Mean absolute error                      0.1038
Root mean squared error                  0.3222
Relative absolute error                 29.659  %
Root relative squared error             77.084  %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  78  35 |   a = >50K
  17 371 |   b = <=50K


=== Error on test data ===

Correctly Classified Instances         397               79.2415 %
Incorrectly Classified Instances       104               20.7585 %
Mean absolute error                      0.2076
Root mean squared error                  0.4556
Relative absolute error                 58.7683 %
Root relative squared error            108.0058 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  53  63 |   a = >50K
  41 344 |   b = <=50K


by: Keith A. Pray
Last Modified: July 4, 2004 9:00 AM
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