Keith A. Pray - Professional and Academic Site
About Me
·
·
·
LinkedIn Profile Facebook Profile GoodReads Profile
Professional
Academic
Teaching
                                          
Printer Friendly Version
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 = 2


=== Error on training data ===

Correctly Classified Instances         446               89.022  %
Incorrectly Classified Instances        55               10.978  %
Mean absolute error                      0.1098
Root mean squared error                  0.3313
Relative absolute error                 31.3701 %
Root relative squared error             79.2763 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  58  55 |   a = >50K
   0 388 |   b = <=50K


=== Error on test data ===

Correctly Classified Instances         395               78.8423 %
Incorrectly Classified Instances       106               21.1577 %
Mean absolute error                      0.2116
Root mean squared error                  0.46  
Relative absolute error                 59.8984 %
Root relative squared error            109.0393 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  31  85 |   a = >50K
  21 364 |   b = <=50K


by: Keith A. Pray
Last Modified: July 4, 2004 9:00 AM
© 2004 - 1975 Keith A. Pray.
All rights reserved.

Current Theme: 

Kapowee Hosted | Kapow Generated in 0.007 second | XHTML | CSS