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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 = 5


=== Error on training data ===

Correctly Classified Instances         439               87.6248 %
Incorrectly Classified Instances        62               12.3752 %
Mean absolute error                      0.1238
Root mean squared error                  0.3518
Relative absolute error                 35.3627 %
Root relative squared error             84.1702 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  69  44 |   a = >50K
  18 370 |   b = <=50K


=== Error on test data ===

Correctly Classified Instances         413               82.4351 %
Incorrectly Classified Instances        88               17.5649 %
Mean absolute error                      0.1756
Root mean squared error                  0.4191
Relative absolute error                 49.727  %
Root relative squared error             99.3508 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  53  63 |   a = >50K
  25 360 |   b = <=50K


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