Table 6.
Average training and testing time using UCI public dataset
| Classifier | Training Time | Testing Time | ||||
|---|---|---|---|---|---|---|
| Relief-F | GRF | GRRF | Relief-F | GRF | GRRF | |
| DT | 107.6s | 98.6s | 88.7s | 54.2s | 49.2s | 38.6s |
| NB | 97.8s | 89.3s | 77.9s | 48.3s | 41.6s | 33.7s |
| RF | 114.8s | 103.4s | 93.8s | 57.1s | 51.8s | 43.6s |
| SVM | 82.8s | 76.3s | 68.4s | 42.7s | 34.3s | 27.7s |