five

Performance of different methods in experimental validation.

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https://figshare.com/articles/dataset/_Performance_of_different_methods_in_experimental_validation_/380004
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PCM and pEC50 scaling outperform the other techniques (QSAR and k-Nearest Neighbors) with pEC50 scaling having a slight advantage. However, PCM performs better when the selection is narrowed to those compound – sequence pairs that show a pEC50 two standard deviations higher or lower than average (shown here as Sequence and Compound Outliers). Also shown is the average score of each technique on the combined outliers (shown as Outliers). Negative values are denoted as <0.00.
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2011-11-23
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