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. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: Lancet Reg Health Am. 2022 Nov 3;17:100387. doi: 10.1016/j.lana.2022.100387

Table 5:

Best RF model compared with SVM and LR.

Type Train
 Test
Accuracy Accuracy Precision Specificity Sensitivity F1 Score ROC AUC C.Matrix
Logistic Regression 0.81 0.82 0 1 0 0 0.5 [1, 0, 1, 0]
Support Vector Machine 0.99 0.9 0.83 0.97 0.62 0.71 0.8 [0.97, 0.03, 0.375, 0.625]
Random Forest 0.98 0.93 0.86 0.97 0.75 0.8 0.97 [0.97, 0.03, 0.25, 0.75]