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The principal component analysis of the calculated molecular features for the MRP3 inhibitor dataset used to develop the Bayesian model and the FDA-approved dataset that was virtually screened. The plot demonstrates that the MRP3 inhibition training and test sets occupy a similar chemical space to a majority of the virtually screened dataset.
