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

TABLE 11. Results of the Random Forest Classifier Over the CheXNet Features.

Score All PCA RFE PCA + RFE
Accuracy 0.86 0.69 0.93 0.90
Precision 0.90 0.80 0.96 0.94
Recall 0.81 0.62 0.90 0.86
F1-score 0.81 0.60 0.92 0.88