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Validation of QSAR model: An Overview

Name: Validation of QSAR model: An Overview
Brand: LAP Lambert Academic Publishing
SKU: 13926251
Price: 12686 HUF
Availability: InStock
Author: Supratim Ray
ISBN: 9783659904127

Role of validation in QSAR

Supratim Ray

Partha Pratim Roy

Language

English

Book Paperback

Libristo code: 13926251

Publishers LAP Lambert Academic Publishing, November 2015

Validation is the process by which the reliability and relevance of a procedure are established for... Full description

Libristo code: 13926251

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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.