Dataset size | Training images | Testing images | RIDGE | LASSO | Proposed | |||
---|---|---|---|---|---|---|---|---|
Accuracy | Time (s) | Accuracy | Time (s) | Accuracy | Time (s) | |||
170 | 130 | 40 | 92.4 | 0.59 | 94.6 | 0.6 | 99.7 | 0.48 |
280 | 130 | 190 | 91.7 | 0.59 | 94.6 | 0.6 | 98.9 | 0.48 |
350 | 130 | 220 | 91.7 | 0.59 | 92.7 | 0.6 | 98.6 | 0.48 |
500 | 130 | 370 | 90.6 | 0.59 | 91.5 | 0.6 | 97.6 | 0.48 |
750 | 130 | 620 | 90.3 | 0.59 | 89.4 | 0.6 | 96.7 | 0.48 |