From: Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
Data | Ada-WHIPS | Anchors | LORE |
---|---|---|---|
Breast cancer | 0.33502±0.0055 | 0.1513±0.0054 | 0.3574±0.0157 |
Cardiotocography | 0.3894±0.0093 | 0.0667±0.0019 | 0.4765±0.0128 |
Diabetic retinopathy | 0.1349±0.0053 | 0.0759±0.0040 | 0.0945±0.0068 |
Cleveland heart | 0.2182±0.0085 | 0.1180±0.0078 | 0.3754±0.0271 |
Mental health survey ’16 | 0.3578±0.0054 | 0.1778±0.0072 | 0.3248±0.0101 |
Mental health survey ’14 | 0.2927±0.0053 | 0.1444±0.0030 | N/A |
Hospital readmission | 0.1598±0.0038 | 0.1345±0.0042 | N/A |
Thyroid | 0.3793±0.0073 | 0.0224±0.0008 | N/A |
Understanding society | 0.6891±0.0107 | 0.1057±0.0038 | N/A |