=== Stratified cross-validation ===
=== Summary ===

Correctly Classified Instances         395               75.3817 %
Incorrectly Classified Instances       129               24.6183 %
Kappa statistic                          0.6949
Mean absolute error                      0.1753
Root mean squared error                  0.2857
Relative absolute error                 95.3708 %
Root relative squared error             94.2875 %
Coverage of cases (0.95 level)         100      %
Mean rel. region size (0.95 level)      79.3469 %
Total Number of Instances              524

=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0,868    0,145    0,708      0,868    0,780      0,685    0,891     0,683     carry-active
                 0,867    0,057    0,742      0,867    0,800      0,762    0,959     0,714     carry-farming
                 0,392    0,017    0,714      0,392    0,506      0,495    0,889     0,451     ganker
                 0,873    0,064    0,767      0,873    0,817      0,771    0,947     0,735     babysitter-support
                 0,739    0,008    0,895      0,739    0,810      0,797    0,963     0,757     roaming-support
                 0,462    0,000    1,000      0,462    0,632      0,675    0,729     0,493     farming-support
                 0,267    0,010    0,615      0,267    0,372      0,383    0,916     0,369     pusher
                 0,698    0,012    0,833      0,698    0,759      0,743    0,960     0,689     feeder
                 1,000    0,000    1,000      1,000    1,000      1,000    1,000     1,000     inactive
Weighted Avg.    0,754    0,067    0,757      0,754    0,740      0,696    0,923     0,663

=== Confusion Matrix ===

   a   b   c   d   e   f   g   h   i   <-- classified as
 131   6   6   7   0   0   0   1   0 |   a = carry-active
   7  72   0   0   0   0   4   0   0 |   b = carry-farming
  28   2  20   0   1   0   0   0   0 |   c = ganker
   7   0   0  89   2   0   0   4   0 |   d = babysitter-support
   1   0   0  10  34   0   0   1   0 |   e = roaming-support
   3   2   0   0   1   6   1   0   0 |   f = farming-support
   5  15   0   2   0   0   8   0   0 |   g = pusher
   3   0   2   8   0   0   0  30   0 |   h = feeder
   0   0   0   0   0   0   0   0   5 |   i = inactive