Table 8 Corrective and certain prediction at 5 confidence levels
From: Using random forest for reliable classification and cost-sensitive learning for medical diagnosis
level | Corrective prediction | Certain prediction |
|---|---|---|
99% | 97.64% | 100% |
95% | 93.24% | 98.41% |
90% | 88.05% | 98.32% |
85% | 83.90% | 87.64% |
80% | 77.65% | 82.94% |