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. 2020 Aug 21;21(Suppl 10):347. doi: 10.1186/s12859-020-03566-7

Table 3.

Performance evaluation of models using the test set. The standard deviation is reported in round brackets

Method AUC-ROC Accuracy AUC-PRC F1 score MCC Sensitivity Specificity
Catboost 0.739 (0.021) 0.717 (0.032) 0.853 (0.028) 0.809 (0.027) 0.909 (0.026) 0.904 (0.061) 0.343 (0.052)
SVM 0.628 (0.025) 0.630 (0.057) 0.752 (0.031) 0.702 (0.033) 0.810 (0.032) 0.823 (0.042) 0.254 (0.085)
NeuralNetworks 0.652 (0.023) 0.686 (0.019) 0.801 (0.024) 0.804 (0.016) 0.878 (0.024) 0.880 (0.077) 0.288 (0.075)