Extension of pQSAR: Ensemble Model Generated by Random Forest and Partial Least Squares Regressions

Quantitative structure-activity relationship (QSAR) regression models are mathematical ones which relate the structural properties of chemicals to the potencies of the biological activities of the chemicals. In QSAR models, the physical and chemical information of the molecules is encoded into quant...

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Bibliographic Details
Main Authors: Byung Chun Kim, Dosang Joe, Youngho Woo, Yongkuk Kim, Gangjoon Yoon
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9210102/