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Table 4 The ratios of correctly predicted DDIs in top-50 and bottom-50 candidates

From: Detecting drug communities and predicting comprehensive drug–drug interactions via balance regularized semi-nonnegative matrix factorization

Enhancive

Top 5 (%)

Top 10 (%)

20 (%)

30 (%)

40 (%)

50 (%)

DDINMF

40

60.0

80.0

83.3

85.0

88.0

BRSNMF

100

80.0

90.0

90.0

92.5

94.0

Degressive

Bottom 5 (%)

Bottom 10 (%)

20 (%)

30 (%)

40 (%)

50 (%)

DDINMF

100

80.0

75.0

80.0

80.0

82.0

BRSNMF

100

80.0

80.0

83.3

85.0

86.0

  1. Italic values indicate the better results where BRSNMF outperforms DDINMF