An Exploratory Study On Application Of Various Classification Models To Distinguish Switchable-Hydrophilicity Solvents Based On 3d-Descriptors
SEPARATION SCIENCE AND TECHNOLOGY(2021)
Abstract
A set of solvents were classified into the switchable-hydrophilicity solvents (SHSs) and non-switchable-hydrophilicity solvents based on forming or not forming a biphasic mixture with water. SHSs have been developed to make the reaction and product separation processes easier. Herein, three classifier algorithms and various feature selection techniques relay on 3D-molecular descriptors to characterize chemicals and forecast their classes were employed. Cfs-SVM method was employed to perform a classification study. The importance of this study helps to understand more about the presence of hydrophobic groups, their position, and their shape in the molecule.
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Key words
Switchable-hydrophilicity solvents, separation, hydrophobicity, GRINDs and classifier algorithms
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