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. Author manuscript; available in PMC: 2014 Mar 25.
Published in final edited form as: J Chem Inf Model. 2013 Mar 14;53(3):560–572. doi: 10.1021/ci300502h

Table 1.

Performance of different VS methods against the complete data set and a 65 compound subset that has undergone CAIR competition studies.a

Data
Set
VS Methods Enrichment
Factor 5%
Enrichment
Factor 10%
TPR at
5% FPR
TPR at
10% FPR
AUROC p-value

Random MM/PBSA
_ΔG
Gold_Score
/NHA
Gold_Score
Complete set MM/PBSA_LE 1.60 1.55 0.25 0.39 0.70 <0.01* 0.76 <0.01* <0.01*
MM/PBSA_ΔG 1.60 1.70 0.24 0.36 0.70 <0.01* <0.01* <0.01*
GOLD_Score/NHA 0.60 0.72 0.03 0.06 0.35 1.00 <0.01*
GOLD_Score 0.60 0.72 0.02 0.06 0.55 0.10

65 compound subset MM/PBSA_LE 3.25 3.25 0.6 0.6 0.78 <0.01* 0.24 0.03* <0.01*
MM/PBSA_ΔG 3.25 2.79 0.50 0.60 0.79 <0.01* 0.03* <0.01*
GOLD_Score/NHA 2.17 2.79 0.30 0.30 0.70 <0.01* 0.01*
GOLD_Score 2.17 1.39 0.15 0.2 0.66 0.01*
a

A one-side p-value is shown for comparison of AU-ROCs with random, a two-sided p-value is shown for each pair, and those below 0.05 are marked with an asterisk to emphasize significance at the 95% level.