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. 2019 May 2;24(9):1714. doi: 10.3390/molecules24091714

Table 3.

Performance comparison of different types of prediction models [61].

AUC
Dataset NetLapRLS BLM-NII WNN-GIP KBMF2K NRLMF
Enzyme 97.2 97.8 96.4 90.5 98.7
Ion Channel 96.9 98.1 95.9 96.1 98.9
GPCR 91.5 95.0 94.4 92.6 96.9
Nuclear Receptor 85.0 90.5 90.1 87.7 95.0
AUPR
Dataset NetLapRLS BLM-NII WNN-GIP KBMF2K NRLMF
Enzyme 78.9 75.2 70.6 65.4 89.2
Ion Channel 83.7 82.1 71.7 77.1 90.6
GPCR 61.6 52.4 52.0 57.8 74.9
Nuclear Receptor 46.5 65.9 58.9 53.4 72.8