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

Table 16 Precision: Mean rank (mrnk) for two-way comparisons

Data	1^st	mrnk	2^nd	mrnk	N	V	p.value
SAMME
Mental health survey ’14	Anchors	1.11	Ada-WHIPS	1.89	377	45074	≈0**
Hospital readmission	Anchors	1.24	Ada-WHIPS	1.76	1000	333580	≈0**
Thyroid	Anchors	1.19	Ada-WHIPS	1.81	1000	405600	≈0**
Understanding society	Anchors	1.08	Ada-WHIPS	1.92	1000	458060	≈0**
SAMME.R
Mental health survey ’14	Anchors	1.11	Ada-WHIPS	1.89	377	45281	≈0**
Hospital readmission	Anchors	1.07	Ada-WHIPS	1.93	1000	480520	≈0**
Thyroid	Anchors	1.47	Ada-WHIPS	1.53	1000	233670	0.1601
Understanding society	Anchors	1.31	Ada-WHIPS	1.69	1000	266150	≈0**

ISSN: 1472-6947