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. 2021 Aug 13;4:579931. doi: 10.3389/frai.2021.579931

TABLE 3.

Experiment 2 TrainingModels performance.

Model Accuracy ROC AUC PR AUC Precision Recall F1
LR 0.88 0.96 0.73 0.46 0.88 0.59
LDA 0.89 0.96 0.74 0.47 0.87 0.59
KNN 0.87 0.92 0.58 0.41 0.83 0.54
DT 0.80 0.93 0.59 0.38 0.90 0.52
NB 0.85 0.92 0.52 0.39 0.83 0.51
XGB 0.81 0.95 0.69 0.39 0.90 0.52
SVM 0.88 0.96 0.74 0.45 0.89 0.58