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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 = 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


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