Table 4.
Timing parameters of machine-learning models.
| 37 Features | 6 Features | |||
|---|---|---|---|---|
| Model | Train Time (s) | Test Time (s) | Train Time (s) | Test Time (s) |
| RF | 23.6616 | 8.7462 | 10.2907 | 6.5594 |
| LR | 1.3017 | 1.4834 | 0.5439 | 0.4346 |
| DT | 1.6723 | 1.4851 | 0.3339 | 0.4549 |
| GNB | 0.6859 | 2.0967 | 0.2129 | 0.5418 |