Support Vector Machine-Based Global Classification Model of the Toxicity of Organic Compounds to <i>Vibrio fischeri</i>

Support Vector Machine-Based Global Classification Model of the Toxicity of Organic Compounds to <i>Vibrio fischeri</i>

<i>Vibrio fischeri</i> is widely used as the model species in toxicity and risk assessment. For the first time, a global classification model was proposed in this paper for a two-class problem (Class − 1 with log1/IBC<sub>50</sub> ≤ 4.2 and Class + 1 with log1/IBC<sub>5...

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Bibliographic Details
Main Authors: Feng Wu, Xinhua Zhang, Zhengjun Fang, Xinliang Yu
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Molecules
Subjects:
classification model
support vector machine
toxicity
<i>Vibrio fischeri</i>
Online Access:https://www.mdpi.com/1420-3049/28/6/2703

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