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Table 1 Performance comparison using different combination of machine classifier and features

From: PPAI: a web server for predicting protein-aptamer interactions

MethodSnSpMCCAccF1AUC
Li’RF (Li’s features)0.4830.8710.3720.7740.5170.759
PPAI (Li’s features)0.5720.9240.5380.8360.6360.827
Li’RF (ours features)0.4580.9150.4220.8000.5350.783
PPAI (ours features)0.6410.9030.5570.8420.6640.849
Li’RF (Smote) (ours features)0.6480.8180.4410.7750.5920.801
PPAI (Smote) (ours features)0.7960.8100.5550.8060.6750.871