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. 2021 Apr 22;21:205. doi: 10.1186/s12888-021-03184-4

Table 2.

Results of classifier

Classifier Accuracy Precision Sensitivity/Recall Specificity AUC
SVM 53.85% 60.00% 66.67% 50.00% 0.54
Logistic Regression 61.54% 66.67% 66.67% 57.14% 0.54
Random Forest 73.08% 73.33% 76.92% 69.23% 0.82
Gradient Boosting 76.92% 78.57% 78.57% 75.00% 0.90