Regression Metrics Report

Graph

MAPE: 35.815036913583704

RMSE: 173.1011338236748

Kolmogorov-Smirnov: (0.07066666666666667, 0.04722554744822644)

Confusion Matrix:

[[147  14   0]
 [  4 543   0]
 [  8  31   3]]

Confusion Matrix Metrics:

Precision Recall F1 Score Support Accuracy
[0.9245283 0.92346939 1. ] [0.91304348 0.99268739 0.07142857] [0.91875 0.95682819 0.13333333] [161 547 42] 0.924

Kappa Scores:

Kappa Score for 0:

Score Accuracy Precision Recall F1 Score Support
0.8967171957924175 0.9653333333333334 [0.97631134 0.9245283 ] [0.97962649 0.91304348] [0.9779661 0.91875 ] [589 161]

Kappa Score for 1:

Score Accuracy Precision Recall F1 Score Support
0.8232986181230707 0.9346666666666666 [0.97530864 0.92346939] [0.77832512 0.99268739] [0.86575342 0.95682819] [203 547]

Kappa Score for 2:

Score Accuracy Precision Recall F1 Score Support
0.12681354110693177 0.948 [0.94779116 1. ] [1. 0.07142857] [0.97319588 0.13333333] [708 42]