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
This Video shows how to optimize continuous responses and nominal responses together, culminating in using the Prediction Profiler to find a the optimized settings.
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