Ada-WHIPS: explaining AdaBoost classification with applications in the health sciences

Table 18 Stability: Mean rank (mrnk) for two-way comparisons

Data	1^st	mrnk	2^nd	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**

ISSN: 1472-6947