As the title suggests, this work is mainly focussed at providing an Applicability Domain (AD) perspective towards the QSAR/QSPR models predicting environmental properties relevant to REACH regulations. A well defined AD is one of the prerequisites for a predictive model before it is considered as validated for regulatory purposes. The main idea behind compiling this thesis is to provide the reader with all the major insights towards defining a model’s AD where it can reliably predict the modelled endpoint for new test samples.

(2013). Tools for prediction of environmental properties of chemiclas by QSAR/QSPR within reach. An applicability domain perspective. (Tesi di dottorato, Università degli Studi di Milano-Bicocca, 2013).

Tools for prediction of environmental properties of chemiclas by QSAR/QSPR within reach. An applicability domain perspective

SAHIGARA, FAIZAN ABDULRAZAK
2013

Abstract

As the title suggests, this work is mainly focussed at providing an Applicability Domain (AD) perspective towards the QSAR/QSPR models predicting environmental properties relevant to REACH regulations. A well defined AD is one of the prerequisites for a predictive model before it is considered as validated for regulatory purposes. The main idea behind compiling this thesis is to provide the reader with all the major insights towards defining a model’s AD where it can reliably predict the modelled endpoint for new test samples.
TODESCHINI, ROBERTO
CONSONNI, VIVIANA
QSAR, Applicability Domain, interpolation space, kNN, Mahalanobis distance
CHIM/01 - CHIMICA ANALITICA
English
27-giu-2013
Scuola di dottorato di Scienze
SCIENZE AMBIENTALI - 09R
25
2011/2012
open
(2013). Tools for prediction of environmental properties of chemiclas by QSAR/QSPR within reach. An applicability domain perspective. (Tesi di dottorato, Università degli Studi di Milano-Bicocca, 2013).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/46045
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