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. 2018 Aug 1;23(8):1923. doi: 10.3390/molecules23081923

Table 5.

Performances of deep neural network/protein–protein interaction (DNN-PPI) framework on the benchmark dataset.

Test Set Accuracy Recall Precision F-Score MCC
1 0.9853 0.9845 0.9849 0.9847 0.9706
2 0.9877 0.9876 0.9865 0.9871 0.9754
3 0.9916 0.9909 0.9913 0.9911 0.9831
4 0.9892 0.9911 0.9867 0.9889 0.9784
5 0.9941 0.9963 0.9915 0.9939 0.9883
Hold-out 0.9878 0.9891 0.9861 0.9876 0.9757