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. 2020 Mar 5;12:16. doi: 10.1186/s13321-020-00421-y

Table 3.

Statistical results of the seven classification models for the cluster fivefold cross-validated training set

Training set (cluster fivefold cross-validation)
GA BA MCC AUC
SVM 0.910 0.901 0.810 0.954
DNN 0.905 0.897 0.794 0.949
XGBoost 0.905 0.897 0.800 0.959
SGB 0.901 0.892 0.791 0.956
RLR 0.879 0.876 0.748 0.935
k-NN 0.867 0.863 0.722 0.918
NB 0.819 0.823 0.634 0.896