Table 1 Performance metrics of RF for three encoding procedures
From: Prediction of donor splice sites using random forest with a new sequence encoding approach
Approaches | Performance Metrics | ||||||
|---|---|---|---|---|---|---|---|
TPR | TNR | F (β = 2) | F (α = 1) | WA | G-mean | MCC | |
P-1 | 0.9539 | 0.9236 | 0.9313 | 0.9397 | 0.9387 | 0.9386 | 0.8782 |
P-2 | 0.9373 | 0.9009 | 0.9108 | 0.9205 | 0.9191 | 0.9189 | 0.8383 |
P-3 | 0.9398 | 0.9077 | 0.9163 | 0.9250 | 0.9238 | 0.9236 | 0.8483 |