The figure shows a clear trend: as prediction accuracy increases from the negative and interquartile to the positive performance group of test assays, 1-NN similarity to profile assays also increases, hence revealing a general relationship between predictive performance and assay similarity.
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Accurate prediction of activity cliff compounds based on bioactivity profiles depends on assay nearest neighbor relationships.
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