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Table 6 Data sets used in the experiments

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

Data set Target Classes Class balance Features Of which nominal N
Breast cancer mb 2 0.63:0.37 31 1 569
Cardiotocography NSP 3 0.78:0.14: 22 1 2126
    0.08    
Diabetic retinopathy dr 2 0.53:0.47 20 1 1151
Cleveland heart HDisease 2 0.54:0.46 14 8 303
Mental health survey ’16 mh2 2 0.50:0.50 46 44 1433
Mental health survey ’14 treatment 2 0.51:0.49 24 3 1259
Hospital readmission readmitted 2 0.54:0.46 65 1 25000
Thyroid diagnosis 2 0.74:0.26 30 3 9172
Understanding society2 mh 3 0.22:0.62: 330 246 11745
    0.16    
  1. 2This data set is safeguarded by the UK Data Service and used under end user license. It is not included in our repository