| No. of tree =10 | No. of tree =50 | No. of tree =100 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F = 1 | F = 2 | F = 4 | F = 8 | F = 12 | F = 1 | F = 2 | F = 4 | F = 8 | F = 12 | F = 1 | F = 2 | F = 4 | F = 8 | F = 12 | |
Sensitivity | 90.62% | 91.01% | 89.46% | 87.40% | 86.90% | 96.07% | 95.47% | 94.67% | 93.63% | 93.14% | 96.73% | 95.97% | 94.85% | 93.95% | 93.59% |
Specificity | 96.49% | 96.56% | 96.67% | 96.79% | 96.83% | 96.84% | 96.85% | 97.06% | 97.11% | 97.15% | 96.88% | 96.88% | 97.04% | 97.19% | 97.18% |
Precision | 72.78% | 73.40% | 74.28% | 75.31% | 75.67% | 75.50% | 75.57% | 77.27% | 77.73% | 77.99% | 75.74% | 75.81% | 77.08% | 78.35% | 78.28% |
F-score | 80.72% | 81.26% | 81.17% | 80.90% | 80.90% | 84.55% | 84.36% | 85.09% | 84.94% | 84.90% | 84.96% | 84.71% | 85.05% | 85.44% | 85.25% |
AUC | 80.72 | 81.26 | 81.17 | 80.90 | 80.90 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 |
RMSE | 0.2 | 0.19 | 0.2 | 0.2 | 0.2 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 | 0.18 |