Table 3.
Comparison of RF classifiers with single- and multiple-feature sampling schemes.
| Scheme | SN | SP | ACC | MCC | Precision | F1 measure | |
|---|---|---|---|---|---|---|---|
| Single sampling | 0.7948 | 0.8049 | 0.7999 | 0.5997 | 0.8030 | 0.7988 | |
| Multiple sampling | Discrete strategy | 0.8201 | 0.8944 | 0.8573 | 0.7172 | 0.8860 | 0.8514 |
| Continuous strategy | 0.8852 | 0.9771 | 0.9312 | 0.8661 | 0.9747 | 0.9278 | |