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. Author manuscript; available in PMC: 2020 Aug 12.
Published in final edited form as: Methods Mol Biol. 2020;2104:313–336. doi: 10.1007/978-1-0716-0239-3_16

Table 1:

Metrics (Area Under Curve (AUC), Sensitivity (SENS), Specificity (SPEC), Precision (PREC), Recall (REC)) to evaluate the performance of classification on testing dataset.

Metrics/Methods AUC SENS SPEC PREC REC
RF 0.87 0.71 0.64 0.71 0.71
SVM 0.86 0.76 0.71 0.76 0.76
PLS-DA 0.86 0.81 0.65 0.74 0.81