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Table 4 Successful ratios of novel prediction among top-10 candidates

From: A unified solution for different scenarios of predicting drug-target interactions via triple matrix factorization

DB NetLap-RLS WNN-GIP RLScore KBMF-2 K CMF NRLMF TMF
EN 70% 70% 70% 70% 20% 90% 70%
IC 60% 30% 50% 100% 0% 50% 90%
GPCR 40% 30% 60% 90% 50% 60% 90%
NR 10% 0% 20% 40% 10% 50% 50%
Mean 45% 33% 48% 75% 20% 63% 75%
Std. 0.265 0.287 0.263 0.265 0.216 0.189 0.191
  1. The best results are highlighted in bold face. Mean and Std. denote the average of successful ratios and their standard deviation over four benchmark datasets respectively