Machine Learning Model Random Forest (RF) Representative Tree from RFa
Parameter Train Dataset Test Dataset Train Dataset Test Dataset
Accuracy 0.7719 0.7273 0.7249 0.6955
Kappa 0.5384 0.4412 0.4387 0.3729
Sensitivity 0.7455 0.6327 0.6523 0.5714
Specificity 0.7931 0.8033 0.7830 0.7951
pv 0.7429 0.7209 0.7068 0.6914
Negative Predictive Value 0.7954 0.7313 0.7375 0.6978
Balanced Accuracy 0.7693 0.7180 0.7177 0.6833