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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 = 6


=== Error on training data ===

Correctly Classified Instances         432               86.2275 %
Incorrectly Classified Instances        69               13.7725 %
Mean absolute error                      0.1377
Root mean squared error                  0.3711
Relative absolute error                 39.3552 %
Root relative squared error             88.7947 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  52  61 |   a = >50K
   8 380 |   b = <=50K


=== Error on test data ===

Correctly Classified Instances         414               82.6347 %
Incorrectly Classified Instances        87               17.3653 %
Mean absolute error                      0.1737
Root mean squared error                  0.4167
Relative absolute error                 49.1619 %
Root relative squared error             98.7847 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  45  71 |   a = >50K
  16 369 |   b = <=50K


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