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. 2022 Jul 31;2022:1858300. doi: 10.1155/2022/1858300

Table 5.

Results of oversampling method under random forest model.

Dataset AUC/% Recall rate/% Precision/% F1-score
Random oversampling 97.62 88.94 33.28 48.44
SMOTE 97.3 88.56 34.95 50.12
SMOTE&Tomek-link 97.41 88.98 34.61 49.84
DATAIMBALANCED 88.38 74.12 35.12 47.66