From: Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
Data | 1st | mrnk | 2nd | mrnk | N | z | p.value |
---|---|---|---|---|---|---|---|
SAMME | |||||||
Breast | Ada-WHIPS | 1.48 | Anchors | 2.16 | 170 | 3.96 | <0.0001** |
Cardiotocography | Ada-WHIPS | 1.48 | Anchors | 2.19 | 637 | 7.99 | ≈0** |
Diabetic retinography | Ada-WHIPS | 1.70 | Anchors | 1.84 | 344 | 1.18 | 0.1198 |
Cleveland heart | Ada-WHIPS | 1.60 | Anchors | 1.70 | 90 | 0.42 | 0.3374 |
Mental health survey ’16 | Anchors | 1.87 | LORE | 2.00 | 429 | 1.14 | 0.1269 |
SAMME.R | |||||||
Breast | Ada-WHIPS | 1.38 | Anchors | 2.18 | 170 | 4.67 | ≈0** |
Cardiotocography | Ada-WHIPS | 1.49 | LORE | 2.10 | 637 | 6.80 | ≈0** |
Diabetic retinography | Ada-WHIPS | 1.64 | Anchors | 1.67 | 344 | 0.24 | 0.4050 |
Cleveland heart | Ada-WHIPS | 1.49 | Anchors | 1.73 | 90 | 0.98 | 0.1638 |
Mental health survey ’16 | Ada-WHIPS | 1.44 | LORE | 2.18 | 429 | 6.45 | ≈0** |