Interpretation and mining of statistical machine learning (Q)SAR models for toxicity prediction

Structure Activity Relationship (SAR) modelling capitalises on techniques developed within the computer science community, particularly in the fields of machine learning and data mining. These machine learning approaches are often developed for the optimisation of model accuracy which can come at th...

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Bibliographic Details
Main Author: Webb, Samuel J.
Other Authors: Krause, Paul J.; Howlin, Brendan
Published: University of Surrey 2015
Subjects:
004
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.644898