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

Table 12 Coverage: Top two by mean rank (mrnk) for three-way comparisons

Data	1^st	mrnk	2^nd	mrnk	N	z	p.value
SAMME
Breast	LORE	1.54	Ada-WHIPS	1.61	170	0.41	0.3412
Cardiotocography	LORE	1.52	Ada-WHIPS	1.62	637	1.06	0.1442
Diabetic retinography	Ada-WHIPS	1.39	LORE	2.20	344	6.76	≈0**
Cleveland heart	LORE	1.63	Ada-WHIPS	1.82	90	0.8158	0.2072
Mental health survey ’16	Ada-WHIPS	1.51	Anchors	2.22	429	6.19	≈0**
SAMME.R
Breast	Ada-WHIPS	1.48	LORE	1.70	170	1.29	0.0980
Cardiotocography	LORE	1.52	Ada-WHIPS	1.62	637	1.14	0.1269
Diabetic retinography	Ada-WHIPS	1.57	Anchors	2.17	344	4.98	0.0000**
Cleveland heart	LORE	1.50	Ada-WHIPS	1.86	90	1.52	0.0649
Mental health survey ’16	Ada-WHIPS	1.68	Anchors	1.80	429	1.04	0.1492

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