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. 2019 Mar 27;10:233. doi: 10.3389/fgene.2019.00233

Table 2.

Mean values of six evaluation metrics obtained from GDSC.

Method AUC ACC REC SPC F_1 MCC
AutoBorutaRF 0.7116 0.6534 0.6527 0.6542 0.6501 0.3109
Naive Bayes 0.6792 0.6109 0.4242 0.7969 0.4947 0.2475
SVM-RFE 0.5159 0.5945 0.5797 0.6092 0.5855 0.1915
FSelector 0.6477 0.6061 0.6171 0.5952 0.6068 0.2155
AutoHidden 0.6095 0.5780 0.5576 0.5984 0.5651 0.1584

The bold number indicates the best result.