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. 2022 Jul 1;12:11174. doi: 10.1038/s41598-022-14566-3

Table 3.

Model evaluation results.

Models Accuracy Precision Recall F1 score AUC
No RF-RFE KNN 0.930 0.944 0.890 0.917 0.925
LR 0.873 0.867 0.835 0.851 0.869
GNB 0.865 0.861 0.821 0.841 0.860
RF 0.962 0.972 0.940 0.955 0.960
BP 0.959 0.964 0.940 0.952 0.957
RF-RFE KNN 0.934 0.942 0.903 0.922 0.930
LR 0.872 0.865 0.834 0.849 0.867
GNB 0.866 0.863 0.819 0.840 0.860
RF 0.963 0.973 0.942 0.957 0.961
BP 0.954 0.936 0.960 0.948 0.955