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. 2021 Sep 28;9:135697–135707. doi: 10.1109/ACCESS.2021.3116067

TABLE 4. Results of the Random Forest Classifier Over the Handcrafted Features.

Score All PCA RFE PCA + RFE
Accuracy 0.83 0.86 0.86 0.90
Precision 0.81 0.88 0.88 0.90
Recall 0.79 0.81 0.81 0.86
F1-score 0.80 0.82 0.82 0.87