Table 1 Comparison of DDI prediction methods according to AUROC 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 0.6951+/−0.0031 0.6949+/−0.0021 0.6910+/−0.0016 0.6838+/−0.0017 0.6805+/−0.0017
NN-LabelSE 0.7359+/−0.0018 0.7348+/−0.0019 0.7304+/−0.0016 0.7288+/−0.0016 0.7241+/−0.0020
NN-OffLabelSE 0.7557+/−0.0017 0.7500+/−0.0023 0.7436+/−0.0015 0.7397+/−0.0015 0.7390+/−0.0019
LP-Chemical 0.8676+/−0.0015 0.8654+/−0.0012 0.8603+/−0.0007 0.8515+/−0.0009 0.8415+/−0.0015
LP-LabelSE 0.8907+/−0.0014 0.8880+/−0.0010 0.8816+/−0.0007 0.8713+/−0.0007 0.8642+/−0.0014
LP-OffLabelSE 0.9219+/−0.0012 0.9194+/−0.0010 0.9115+/−0.0009 0.8994+/−0.0009 0.8888+/−0.0012
LP-AllSim 0.9258+/−0.0011 0.9233+/−0.0009 0.9156+/−0.0008 0.9033+/−0.0008 0.8921+/−0.0012