From: Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences
Data | 1st | mrnk | 2nd | mrnk | N | V | p.value |
---|---|---|---|---|---|---|---|
SAMME | |||||||
Mental health survey ’14 | Anchors | 1.19 | Ada-WHIPS | 1.81 | 377 | 39293 | ≈0** |
Hospital readmission | Ada-WHIPS | 1.43 | Anchors | 1.57 | 1000 | 136050 | ≈0** |
Thyroid | Anchors | 1.35 | Ada-WHIPS | 1.65 | 1000 | 307840 | ≈0** |
Understanding society | Anchors | 1.14 | Ada-WHIPS | 1.86 | 1000 | 405340 | ≈0** |
SAMME.R | |||||||
Mental health survey ’14 | Anchors | 1.19 | Ada-WHIPS | 1.81 | 377 | 40515 | ≈0** |
Hospital readmission | Anchors | 1.14 | Ada-WHIPS | 1.86 | 1000 | 439750 | ≈0** |
Thyroid | Ada-WHIPS | 1.18 | Anchors | 1.82 | 1000 | 50600 | ≈0** |
Understanding society | Anchors | 1.39 | Ada-WHIPS | 1.61 | 1000 | 220150 | ≈0** |