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. 2018 Oct 11;19:370. doi: 10.1186/s12859-018-2390-0

Table 2.

Performance comparison of GTB with other machine learning algorithms(k-NN, RF and SVM)

AUC ACC SEN SPE F1-Score MCC
KNN 0.916 0.860 0.871 0.849 0.862 0.721
RF 0.969 0.918 0.868 0.966 0.913 0.839
SVM 0.973 0.931 0.921 0.940 0.930 0.862
PLIPCOM 0.982 0.947 0.931 0.963 0.946 0.895