Table 19.
Coverage of explanations of AdaBoost SAMME
| Data | Ada-WHIPS | Anchors | LORE |
|---|---|---|---|
| Breast cancer | 0.3635±0.0068 | 0.1530±0.0053 | 0.3914±0.0156 |
| Cardiotocography | 0.3867±0.0092 | 0.0637±0.0018 | 0.4417±0.0120 |
| Diabetic retinopathy | 0.3225±0.0125 | 0.0636±0.0039 | 0.1060±0.0060 |
| Cleveland heart | 0.2310±0.0084 | 0.1101±0.0079 | 0.3259±0.0259 |
| Mental health survey ’16 | 0.4974±0.0026 | 0.3915±0.0083 | 0.3777±0.0086 |
| Mental health survey ’14 | 0.3368±0.0063 | 0.1483±0.0030 | N/A |
| Hospital readmission | 0.1809±0.0040 | 0.0095±0.0004 | N/A |
| Thyroid | 0.3630±0.0074 | 0.0636±0.0015 | N/A |
| Understanding society | 0.6679±0.0108 | 0.2729±0.0040 | N/A |