Table 2 Corrective predictions at 5 confidence level
From: Using random forest for reliable classification and cost-sensitive learning for medical diagnosis
Confidence level | liver | pima | sonar | vote |
|---|---|---|---|---|
0.95 | 94% | 96% | 96% | 98% |
0.90 | 80% | 87% | 93% | 90% |
0.85 | 78% | 81% | 82% | 84% |
0.80 | 66% | 82% | 76% | 80% |
Confidence level | satellite | isolet | soy-bean | cover-type |
0.95 | 92% | 94% | 96% | 96% |
0.90 | 90% | 88% | 92% | 82% |
0.85 | 84% | 85% | 88% | 78% |
0.80 | 81% | 79% | 79% | 76% |