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. 2020 Jun 30;10:10620. doi: 10.1038/s41598-020-67640-z

Table 15.

Classification methods comparison.

Method Precision Accuracy f1-score AUC
Our model 0.578 0.732 0.474 0.77
Decision jungle 0.581 0.734 0.453 0.769
Logistic regression 0.589 0.737 0.465 0.764
Support vector machine 0.59 0.737 0.464 0.759
Boosted decision tree 0.564 0.729 0.462 0.765
Bayes point machine 0.583 0.735 0.456 0.763
Synthetic minority oversampling 0.73 0.73 0.77 0.8