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

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

Data 1st mrnk 2nd 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