10-Fold Cross Validation | ||||||||||||||||
Prediction (training) | Prediction (testing) | |||||||||||||||
Actual | C1 | C2 | C3 | C4 | C5 | C6 | C7 | CV | C1 | C2 | C3 | C4 | C5 | C6 | C7 | CV |
C1 | 341 | 44 | 0 | 0 | 0 | 0 | 0 | 0.8857 | 29 | 6 | 0 | 0 | 0 | 0 | 0 | 0.8286 |
C2 | 76 | 254 | 37 | 7 | 1 | 0 | 0 | 0.6773 | 11 | 17 | 5 | 1 | 1 | 0 | 0 | 0.4857 |
C3 | 13 | 40 | 248 | 68 | 12 | 0 | 0 | 0.6509 | 2 | 4 | 15 | 6 | 2 | 0 | 0 | 0.5172 |
C4 | 0 | 10 | 45 | 257 | 48 | 17 | 0 | 0.6817 | 0 | 1 | 9 | 16 | 14 | 3 | 0 | 0.3721 |
C5 | 0 | 0 | 3 | 223 | 54 | 80 | 7 | 0.1471 | 0 | 0 | 1 | 30 | 6 | 6 | 0 | 0.1395 |
C6 | 0 | 0 | 0 | 15 | 4 | 321 | 47 | 0.8295 | 0 | 0 | 0 | 1 | 0 | 18 | 4 | 0.7826 |
C7 | 0 | 0 | 0 | 0 | 0 | 16 | 352 | 0.9565 | 0 | 0 | 0 | 0 | 0 | 4 | 38 | 0.9048 |
Overall | - | - | - | - | - | - | - | 0.692 | - | - | - | - | - | - | - | 0.556 |
Confusion Matrix (predicted in columns / actuals in rows) | |||||||
C1 | C2 | C3 | C4 | C5 | C6 | C7 | |
C1 | 39 | 3 | 0 | 0 | 0 | 0 | 0 |
C2 | 11 | 25 | 4 | 1 | 0 | 0 | 0 |
C3 | 2 | 4 | 26 | 9 | 0 | 0 | 0 |
C4 | 0 | 1 | 5 | 26 | 8 | 2 | 0 |
C5 | 0 | 0 | 0 | 12 | 20 | 8 | 1 |
C6 | 0 | 0 | 0 | 0 | 2 | 34 | 5 |
C7 | 0 | 0 | 0 | 0 | 0 | 1 | 40 |