Classification and interpretation in quantitative structure-activity relationships

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Classification and interpretation in quantitative structure-activity relationships

A good QSAR model comprises several components. Predictive accuracy is paramount, but it is not the only important aspect. In addition, one should apply robust and appropriate statistical tests to the models to assess their significance or the significance of any apparent improvements. The real impa...

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Bibliographic Details
Main Author:	Bruce, Craig L.
Format:	Thesis (University of Nottingham only)
Language:	English
Published:	2010
Subjects:	qsar data mining cheminformatics chemoinformatics random forest machine learning
Online Access:	https://eprints.nottingham.ac.uk/11666/

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