Try the Materials Informatics Toolkit, which is designed to easily handle SMILES data. This and other helpful add-ins are available in the JMP® Marketplace
Is there any suggestion to directly calculate sensitivity and specificity directly from JMP 9? I read some where there is some plug in or small app needs to be downloaded to JMP for this purpose