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Table 17 Stability: 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 Ada-WHIPS 1.48 Anchors 2.16 170 3.96 <0.0001**
Cardiotocography Ada-WHIPS 1.48 Anchors 2.19 637 7.99 ≈0**
Diabetic retinography Ada-WHIPS 1.70 Anchors 1.84 344 1.18 0.1198
Cleveland heart Ada-WHIPS 1.60 Anchors 1.70 90 0.42 0.3374
Mental health survey ’16 Anchors 1.87 LORE 2.00 429 1.14 0.1269
SAMME.R
Breast Ada-WHIPS 1.38 Anchors 2.18 170 4.67 ≈0**
Cardiotocography Ada-WHIPS 1.49 LORE 2.10 637 6.80 ≈0**
Diabetic retinography Ada-WHIPS 1.64 Anchors 1.67 344 0.24 0.4050
Cleveland heart Ada-WHIPS 1.49 Anchors 1.73 90 0.98 0.1638
Mental health survey ’16 Ada-WHIPS 1.44 LORE 2.18 429 6.45 ≈0**