Table 1.

Mean (SD) leave one out and leave out 50% × 100 cross validation of M. tuberculosis Bayesian models (ROC = receiver operator characteristic)

Datasets (number of molecules)	Leave one out ROC	Leave out 50% × 100 External ROC Score	Leave out 50% × 100Internal ROC Score	Leave out 50% × 100 Concordance	Leave out 50% × 100 Specificity	Leave out 50% × 100 Sensitivity
IDRI % inhibition at 20uM (1106)	0.82	0.77 ± 0.02	0.78 ± 0.02	73.4 ± 2.98	77.3 ± 6.28	63.4 ± 7.62