10-Fold Cross Validation | ||||||||||||
Prediction (training) | Prediction (testing) | |||||||||||
Actual | C1 | C2 | C3 | C4 | C5 | CV | C1 | C2 | C3 | C4 | C5 | CV |
C1 | 121 | 13 | 1 | 0 | 0 | 0.8963 | 11 | 3 | 1 | 0 | 0 | 0.7333 |
C2 | 63 | 53 | 7 | 1 | 0 | 0.4274 | 9 | 4 | 3 | 0 | 0 | 0.25 |
C3 | 12 | 15 | 89 | 20 | 0 | 0.6544 | 0 | 1 | 6 | 7 | 0 | 0.4286 |
C4 | 0 | 0 | 29 | 57 | 46 | 0.4318 | 0 | 0 | 1 | 5 | 2 | 0.625 |
C5 | 10 | 7 | 0 | 1 | 100 | 0.8475 | 0 | 1 | 2 | 1 | 18 | 0.8182 |
Overall | - | - | - | - | - | 0.6512 | - | - | - | - | - | 0.5867 |
Confusion Matrix (predicted in columns / actuals in rows) | |||||
C1 | C2 | C3 | C4 | C5 | |
C1 | 11 | 4 | 0 | 0 | 0 |
C2 | 3 | 11 | 0 | 0 | 0 |
C3 | 2 | 1 | 10 | 2 | 0 |
C4 | 0 | 0 | 0 | 12 | 2 |
C5 | 1 | 1 | 0 | 2 | 10 |