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Table 4 Comparison of the selected set of predictors

From: Comparison of predictive modeling approaches for 30-day all-cause non-elective readmission risk

  df for models, mean (std) df for variables selected at least 95 % of the time Average AUC on validating data (%)
LACE 4 (0) 4 65.54
STEPWISE (p = 0.01) 67 (4) 32 73.43
STEPWISE (p = 0.1) 112 (11) 35 73.52
LASSO (λ = λmin) 190 (16) 72 73.70
LASSO (λ = λ1sd) 105 (10) 56 73.61
AdaBoost 157 (5) 63 73.69