Examining variable selection methods for the predictive performance of regression models and the proportion of selected variables and selected random variables-Reference-Cited by-同舟云学术

Examining variable selection methods for the predictive performance of regression models and the proportion of selected variables and selected random variables

Published:2021-06 Issue:6 Volume:7 Page:e07356
ISSN:2405-8440
Container-title:Heliyon
language:en
Short-container-title:Heliyon

Author:

Kaneko Hiromasa^ORCID

Funder

Japan Society for the Promotion of Science

Meiji University

Publisher

Elsevier BV

Subject

Multidisciplinary

Reference49 articles.

1. Best practices for QSAR model development, validation, and exploitation;Tropsha;Mol. Inf,2010

2. How not to develop a quantitative structure-activity or structure-property relationship (QSAR/QSPR), SAR QSAR;Dearden;Environ. Res.,2009

3. A short review of the generation of molecular descriptors and their applications in quantitative structure property/activity relationships;Sahoo;Curr. Comput. Aided Drug Des.,2016

4. QSPR prediction of physico-chemical properties for REACH;Dearden;SAR QSAR Environ. Res.,2013

5. Determination of the optimum conditions for the leaching of Cd-Ni residues from electrolytic zinc plant using statistical design of experiments;Safarzadeh;Separ. Purif. Technol.,2008

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