Research Article

Drug-Target Interaction Prediction via Dual Laplacian Graph Regularized Matrix Completion

Table 3

Average AUPR values of different methods on different datasets under (the values following the symbol “" are the standard deviations of 5 repetition results).

Methods NRs GPCRs Ics Es DB

BLM-NII 0.4270.045 0.3080.020 0.2890.029 0.2460.021 0.4430.031
WNN 0.5010.051 0.2860.018 0.2370.034 0.2510.037 0.5430.034
CMF 0.4650.052 0.3580.016 0.2680.031 0.2030.022 0.4820.026
GRMF 0.4810.056 0.3570.017 0.2840.027 0.2520.018 0.5070.024
NRLMF 0.5400.052 0.3610.019 0.3480.031 0.3450.033 0.5750.027
LGRMC 0.5720.054 0.3770.018 0.3640.028 0.3730.020 0.6010.030