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. 2024 May 9;19(5):e0300125. doi: 10.1371/journal.pone.0300125

Table 1. Comparison of metrics before and after applying SMOTE algorithm to the E-CLEAP model.

Method Accuracy (%) Recall (%) Precision (%) F1-score (%)
E-CLEAP (AAC) 0.900 0.922 0.887 0.904
E-CLEAP (PseAAC) 0.760 0.618 0.919 0.739
E-CLEAP with SMOTE
(AAC)
0.973 0.987 0.962 0.974
E-CLEAP with SMOTE
(PseAAC)
0.760 0.575 0.958 0.719