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. 2018 Sep 24;8:14285. doi: 10.1038/s41598-018-32511-1

Table 3.

Comparison with other machine learning methods on the training dataset with 10-fold cross-validation.

Method ACC SPE PRE SEN F1 MCC
RF 0.700 0.827 0.695 0.528 0.597 0.377
SVM 0.702 0.789 0.674 0.587 0.621 0.388
GTB 0.761 0.800 0.717 0.709 0.709 0.510
MLP 0.648 0.655 0.603 0.640 0.600 0.306
PredHS2 0.818 0.844 0.786 0.783 0.782 0.630