Table 5.

Test set assessment of Bayesian models of an expert's evaluation of the NIH chemical probes, a value of 1 = ideal. Each statistic is colored by the value, where blue is desirable and red is undesirable.

Model	Test molecules	AUC	Sensitivity	Specificity	Precision	Accuracy
N57	114	0.58	0.7	0.42	0.75	0.62
N57	120	0.55	0.69	0.42	0.91	0.66
N57	15	0.72	0.67	0.33	0.8	0.6
N170	21	0.55	0.38	0.6	0.75	0.43
N170	120	0.78	0.62	0.67	0.94	0.63
N170	15	0.58	0.67	0.33	0.8	0.6
N191	120	0.8	0.67	0.75	0.96	0.68
N191	15	0.75	0.83	0.33	0.83	0.73
N307	15	0.78	0.75	0.33	0.82	0.67