Algorithm 1 | Algorithm 2 | Algorithm 3 | ||||
---|---|---|---|---|---|---|
Acc. train | Acc. test | Acc. train | Acc. test | Acc. train | Acc. test | |
Fold 1 | 80.95 | 73.33 | 81.68 | 76.67 | 84.98 | 90 |
Fold 2 | 80.15 | 87.10 | 80.15 | 87.10 | 83.09 | 93.55 |
Fold 3 | 79.04 | 61.29 | 79.78 | 64.52 | 86.76 | 67.74 |
Fold 4 | 81.99 | 74.19 | 81.99 | 74.19 | 84.93 | 77.42 |
Fold 5 | 79.49 | 76.67 | 79.85 | 76.67 | 84.62 | 83.33 |
Fold 6 | 81.68 | 76.67 | 81.68 | 76.67 | 86.45 | 83.33 |
Fold 7 | 82.78 | 83.33 | 82.78 | 83.33 | 86.08 | 80.00 |
Fold 8 | 80.95 | 76.67 | 80.95 | 76.67 | 86.81 | 86.67 |
Fold 9 | 75.82 | 93.33 | 75.82 | 93.33 | 83.88 | 96.67 |
Fold 10 | 80.22 | 80.00 | 79.85 | 80.00 | 84.62 | 80.00 |
Average Acc | 80.31 | 78.26 | 80.45 | 78.91 | 85.22 | 83.87 |
\(\operatorname{ERR} _{ \% }\) | 20.74 | 20.33 | 15.47 | |||
Training time (sec.) | 0.0231 | 0.0351 | 0.0316 |