Table 1 Performance comparisons across methods
From: Deep learning-based transcriptome data classification for drug-target interaction prediction
| Â | Validation accuracy | F-score | PoPC |
|---|---|---|---|
LR | 76.84% ±0.96 | 68.88% ±0.05 | 38.11% ±2.85 |
RF | 87.12% ±1.50 | 77.57% ±4.97 | 23.40% ±1.77 |
VC | 90.00% ±0.05 | 84.45% ±0.71 | 29.85% ±3.01 |
GBDT | 90.46% ±0.02 | 85.86% ±1.70 | 28.41% ±2.01 |
DNN | 90.53% ±1.44 | 86.38% ±1.96 | 03.98% ±1.10 |