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

TABLE 8. Results of the SVM Classifier Over the Handcrafted Features.

Score All PCA RFE PCA + RFE
Accuracy 0.90 0.93 0.90 0.97
Precision 0.90 0.93 0.90 0.96
Recall 0.88 0.90 0.86 0.95
F1-score 0.87 0.90 0.87 0.95