Fig. 6From: Utilizing random Forest QSAR models with optimized parameters for target identification and its application to target-fishing serverComparison of the mean scores between the active and inactive ligands for each target. a Box plot of the mean scores for the active ligands and inactive ligands. b Distribution of the ratio of the mean score of active ligands to the mean score of inactive ligands. Ratio = 10 means that the mean score of active data is 10 times greater than that of inactive ligands for the target. The numbers of targets were measured for the ratio intervals divided by 1, 10, 100, 1000, 10,000, 100,000, 1,000,000 and the x-axis of the graph was log-scaled. The result shows that almost all targets (99%) have the ratio over 10 foldBack to article page