Table 12 label conditional empirical corrective prediction at 5 confidence level within each class on chronic gastritis data
From: Using random forest for reliable classification and cost-sensitive learning for medical diagnosis
class | 99(%) | 95(%) | 90(%) | 85(%) | 80(%) |
|---|---|---|---|---|---|
1 | 99.14 | 95.35 | 89.77 | 87.44 | 82.33 |
2 | 100 | 93.67 | 88.72 | 82.78 | 77.83 |
3 | 100 | 96.32 | 89.71 | 83.64 | 77.94 |
4 | 100 | 96.05 | 92.11 | 86.84 | 81.58 |
5 | 100 | 95.12 | 89.92 | 85.34 | 80.94 |