Table 3.
Average training and testing time using self collected data
| Classifier | Training time | Testing time | ||||
|---|---|---|---|---|---|---|
| ReliefF | GRF | GRRF | ReliefF | GRF | GRRF | |
| DT | 42.8s | 39.3s | 37.7s | 27.2s | 22.4s | 14.5s |
| NB | 34.7s | 31.8s | 28.5s | 23.7s | 19.3s | 11.3s |
| RF | 56.4s | 51.7s | 47.5s | 31.4s | 25.7s | 19.6s |
| SVM | 32.6s | 28.9s | 24.4s | 21.8s | 16.2s | 9.7s |