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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 = 8


=== Error on training data ===

Correctly Classified Instances         428               85.4291 %
Incorrectly Classified Instances        73               14.5709 %
Mean absolute error                      0.1457
Root mean squared error                  0.3817
Relative absolute error                 41.6367 %
Root relative squared error             91.3322 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  51  62 |   a = >50K
  11 377 |   b = <=50K


=== Error on test data ===

Correctly Classified Instances         411               82.0359 %
Incorrectly Classified Instances        90               17.9641 %
Mean absolute error                      0.1796
Root mean squared error                  0.4238
Relative absolute error                 50.8572 %
Root relative squared error            100.4735 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  40  76 |   a = >50K
  14 371 |   b = <=50K


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