Change

Overall Accuracy: 96.67 +/- 0.07
Balanced Accuracy: 65.04 +/- 1.44
Kappa: 0.51

Users Accuracy (100%-Commission Error): 
Stable: 98.42
Loss: 35.73
Gain: 54.97

Users Error: 
Stable: 0.05
Loss: 2.06
Gain: 1.26

Producers Accuracy (100%-Omission Error): 
Stable: 98.16
Loss: 37.38
Gain: 59.57

Producers Error: 
Stable: 0.06
Loss: 2.13
Gain: 1.29

Number of Samples in each class: 
Stable: 55984
Loss: 551
Gain: 1478

#------------------------------------------------------
Confusion Matrix:
                         Observed                                   
                           Stable    Loss    Gain Users_Acc Users_SE
Predicted Stable         55054.28  308.89  577.52     98.42     0.05
          Loss             341.40  192.47    4.85     35.73     2.06
          Gain             689.34   13.51  858.07     54.97     1.26
          Producers_Acc     98.16   37.38   59.57                   
          Producers_SE       0.06    2.13    1.29                   
