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Prediction of ADMET Properties of Anti-Breast Cancer Compounds Using Three Machine Learning Algorithms

In recent years, machine learning methods have been applied successfully in many fields. In this paper, three machine learning algorithms, including partial least squares-discriminant analysis (PLS-DA), adaptive boosting (AdaBoost), and light gradient boosting machine (LGBM), were applied to establi...

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Detalles Bibliográficos
Autores principales: Li, Xinkang, Tang, Lijun, Li, Zeying, Qiu, Dian, Yang, Zhuoling, Li, Baoqiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10005249/
https://www.ncbi.nlm.nih.gov/pubmed/36903569
http://dx.doi.org/10.3390/molecules28052326