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Table 20 Coverage of explanations of AdaBoost SAMME.R

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

Data Ada-WHIPS Anchors LORE
Breast cancer 0.33502±0.0055 0.1513±0.0054 0.3574±0.0157
Cardiotocography 0.3894±0.0093 0.0667±0.0019 0.4765±0.0128
Diabetic retinopathy 0.1349±0.0053 0.0759±0.0040 0.0945±0.0068
Cleveland heart 0.2182±0.0085 0.1180±0.0078 0.3754±0.0271
Mental health survey ’16 0.3578±0.0054 0.1778±0.0072 0.3248±0.0101
Mental health survey ’14 0.2927±0.0053 0.1444±0.0030 N/A
Hospital readmission 0.1598±0.0038 0.1345±0.0042 N/A
Thyroid 0.3793±0.0073 0.0224±0.0008 N/A
Understanding society 0.6891±0.0107 0.1057±0.0038 N/A