Table 3 True positives and true negatives values for the three ML algorithms obtained in testing phase.

From: Importance analysis of psychosociological variables in frailty syndrome in heart failure patients using machine learning approach

 

TPR (%)

TNR (%)

Decision tree

79.07

87.50

Random forest

93.02

100.00

AdaBoost

100.00

93.75

  1. TPR true positive rate, TNR true negative rate.