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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