Validation of QSAR model: An Overview

Supratim Ray|Partha Pratim Roy

ISBN 10: 3659904120 / ISBN 13: 9783659904127

Editore: LAP LAMBERT Academic Publishing, 2016

Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Ray SupratimDr Supratim Ray is working as an Associate Professor and Head, Department of Pharmaceutical Sciences, Assam University, Silchar, India. Dr Partha Pratim Roy is working as an Assistant professor, SLT Institute of Pharmaceu. Codice articolo 158248785

Riassunto:

Validation is the process by which the reliability and relevance of a procedure are established for a specific purpose. However, it is now being accepted that validation is a more holistic process that includes assessment of issues such as data quality, applicability of the model, and mechanistic interpretability in addition to statistical assessment. The validation strategies check the reliability of the developed models for their possible application on a new set of data, and confidence of prediction can thus be judged. In the QSAR community, the validation of a model is little more than an assessment of statistical fit, and occasionally predictivity using cross-validation techniques Validation is a crucial aspect of any quantitative structure–activity relationship (QSAR) modeling. This book provides a brief overview about various techniques of validation used in QSAR modeling.

Dati bibliografici

Titolo: Validation of QSAR model: An Overview
Casa editrice: LAP LAMBERT Academic Publishing
Data di pubblicazione: 2016
Legatura: Brossura
Condizione: New