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. 2021 Apr 15;9:630355. doi: 10.3389/fcell.2021.630355

TABLE 1.

Precision, recall, and F1 score value of the RF model in the training, testing, and validation datasets.

OS
EW
MM
BM
Training Testing Validation Training Testing Validation Training Testing Validation Training Testing Validation
Precision 0.951 0.930 1.000 0.969 1.000 0.909 0.997 1.000 1.000 0.987 1.000 1.000
Recall 0.970 1.000 1.000 0.961 0.954 1.000 1.000 1.000 0.941 0.925 0.828 1.000
F1 score 0.961 0.964 1.000 0.965 0.976 0.952 0.999 1.000 0.970 0.955 0.906 1.000