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Table 15 Precision: 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 Anchors 1.40 Ada-WHIPS 1.97 170 3.31 0.0004**
Cardiotocography Anchors 1.39 Ada-WHIPS 2.09 637 7.89 ≈0**
Diabetic retinography Anchors 1.62 Ada-WHIPS 1.96 344 2.85 0.0022**
Cleveland heart Anchors 1.16 Ada-WHIPS 2.03 90 3.68 0.0001**
Mental health survey ’16 Anchors 1.83 LORE 1.95 429 1.02 0.1539
SAMME.R
Breast Anchors 1.35 Ada-WHIPS 2.08 170 4.38 <0.0001**
Cardiotocography Anchors 1.28 Ada-WHIPS 2.09 637 9.16 ≈0**
Diabetic retinography Anchors 1.50 Ada-WHIPS 1.92 344 3.47 0.0002**
Cleveland heart Anchors 1.24 Ada-WHIPS 1.90 90 2.77 0.0028**
Mental health survey ’16 Anchors 1.83 Ada-WHIPS 1.84 429 0.08 0.4678