Table 2 Comparison of DDI prediction methods according to AUPR at different testing percentages.

From: Label Propagation Prediction of Drug-Drug Interactions Based on Clinical Side Effects

Methods 15% 25% 50% 75% 85%
NN-Chemical 0.5182+/−0.0018 0.4932+/−0.0020 0.4067+/−0.0015 0.3810+/−0.0013 0.3667+/−0.0014
NN-LabelSE 0.5537+/−0.0024 0.5137+/−0.0019 0.4549+/−0.0016 0.4038+/−0.0016 0.3791+/−0.0015
NN-OffLabelSE 0.5780+/−0.0022 0.5412+/−0.0026 0.4710+/−0.0015 0.4331+/−0.0016 0.3924+/−0.0014
LP-Chemical 0.6128+/−0.0040 0.6026+/−0.0026 0.5876+/−0.0016 0.5545+/−0.0022 0.4726+/−0.0025
LP-LabelSE 0.6567+/−0.0035 0.6481+/−0.0021 0.6066+/−0.0019 0.5826+/−0.0023 0.5323+/−0.0028
LP-OffLabelSE 0.7195+/−0.0031 0.7189+/−0.0019 0.6827+/−0.0022 0.6477+/−0.0026 0.6349+/−0.0031
LP-AllSim 0.7292+/−0.0032 0.7282+/−0.0021 0.7052+/−0.0022 0.6736+/−0.0025 0.6501+/−0.0034