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

Table 7.

Performance comparisons on the hold-out test set.

Method Accuracy Average
188D SVM 0.9468 0.9645
RF 0.9701
GBDT 0.9767
QLC SVM 0.9497 0.9658
RF 0.9701
GBDT 0.9775
QNC SVM 0.9582 0.9686
RF 0.9695
GBDT 0.9782
QNC + QLC SVM 0.9758 0.9751
RF 0.9716
GBDT 0.9778
SAE 0.9538 0.9538
DNN-PPI 0.9878 0.9878