| H = 1 | H = 2 | H = 4 | H = 8 | H = 32 | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 | M = 0 | M = 0.2 | M = 0.5 | M = 0.9 | M = 0 | M = 0.2 | M = 0.5 | M = 0.9 | M = 0 | M = 0.2 | M = 0.5 | M = 0.9 | M = 0 | M = 0.2 | M = 0.5 | M = 0.9 | M = 0 | M = 0.2 | M = 0.5 | M = 0.9 |
Sensitivity | – | 54.27% | – | 45.83% | 57.63% | 56.81% | 56.15% | 50.86% | 55.79% | 55.61% | 55.89% | 47.38% | 54.87% | 51.87% | 50.94% | 51.02% | 43.82% | 45.96% | 44.17% | 58.70% |
Specificity | 88.01% | 88.35% | 88.01% | 89.10% | 90.51% | 90.61% | 90.78% | 90.30% | 89.82% | 90.13% | 90.43% | 89.67% | 90.31% | 90.29% | 90.39% | 89.77% | 90.43% | 90.60% | 90.19% | 88.09% |
Precision | 0 | 3.60% | 0 | 11.90% | 24.93% | 26.00% | 27.70% | 23.60% | 18.47% | 21.47% | 24.37% | 17.77% | 23.30% | 23.57% | 24.50% | 18.33% | 25.87% | 27.13% | 23.37% | 0.90% |
F-score | 0 | 6.75% | 0 | 18.89% | 34.81% | 35.67% | 37.10% | 32.24% | 27.75% | 30.98% | 33.94% | 25.84% | 32.71% | 32.41% | 33.09% | 26.97% | 32.53% | 34.12% | 30.56% | 1.77% |
RMSE | 0.30 | 0.30 | 0.30 | 0.30 | 0.29 | 0.29 | 0.29 | 0.30 | 0.29 | 0.29 | 0.29 | 0.30 | 0.30 | 0.30 | 0.30 | 0.32 | 0.32 | 0.32 | 0.32 | 0.35 |
AUC | 0.77 | 0.76 | 0.74 | 0.72 | 0.8 | 0.79 | 0.77 | 0.72 | 0.8 | 0.81 | 0.82 | 0.78 | 0.81 | 0.81 | 0.81 | 0.68 | 0.77 | 0.77 | 0.78 | 0.52 |