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 = 4


=== Error on training data ===

Correctly Classified Instances         435               86.8263 %
Incorrectly Classified Instances        66               13.1737 %
Mean absolute error                      0.1317
Root mean squared error                  0.363 
Relative absolute error                 37.6442 %
Root relative squared error             86.8429 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  53  60 |   a = >50K
   6 382 |   b = <=50K


=== Error on test data ===

Correctly Classified Instances         410               81.8363 %
Incorrectly Classified Instances        91               18.1637 %
Mean absolute error                      0.1816
Root mean squared error                  0.4262
Relative absolute error                 51.4222 %
Root relative squared error            101.0301 %
Total Number of Instances              501     


=== Confusion Matrix ===

   a   b   <-- classified as
  40  76 |   a = >50K
  15 370 |   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 0.005 second | XHTML | CSS