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. 2020 Sep 22;20:241. doi: 10.1186/s12911-020-01265-0

Table 5.

Comparison of the performance of the proposed model and various machine learning algorithms

Method Precision Recall F1-score AUC
Proposed 0.92 0.98 0.95 0.98
SVM 0.80 0.90 0.89 0.85
Decision Tree 0.90 0.94 0.93 0.93
K-NN 0.82 0.83 0.80 0.82
Random Forest 0.91 0.93 0.92 0.92