Classifying bio-concentration factor with random forest algorithm, influence of the bio-accumulative vs. non-bio-accumulative compound ratio to modelling result, and applicability domain for random forest model-Reference-Cited by-同舟云学术

Classifying bio-concentration factor with random forest algorithm, influence of the bio-accumulative vs. non-bio-accumulative compound ratio to modelling result, and applicability domain for random forest model

Published:2014-12-02 Issue:12 Volume:25 Page:967-981
ISSN:1062-936X
Container-title:SAR and QSAR in Environmental Research
language:en
Short-container-title:SAR and QSAR in Environmental Research

Author:

Piir G.¹,Sild S.¹,Maran U.¹

Affiliation:

1. Institute of Chemistry, University of Tartu, Tartu, Estonia

Funder

This work was supported by the Estonian Ministry for Education and Research [grant number SF0140031Bs09] and the European Union Regional Development Fund [grant number 3.2.1201.13-0021].

Publisher

Informa UK Limited

Subject

Drug Discovery,Molecular Medicine,General Medicine,Bioengineering

Link

https://www.tandfonline.com/doi/pdf/10.1080/1062936X.2014.969310

Reference27 articles.

1. QSAR Modeling of Bioaccumulation

2. QSAR model for the prediction of bio-concentration factor using aqueous solubility and descriptors considering various electronic effects

3. Classification of bioaccumulative and non-bioaccumulative chemicals using statistical learning approaches

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