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Schematic representation describing an approach to discover new efflux pump inhibitors (EPIs) using machine learning. The machine learning approach could help identify novel and robust EPIs using information already available for existing EPIs. Machine learning algorithms extract common feature among training data sets and implement them to find a lead among testing datasets.
