Quantitative structure-activity relationship model for classifying the diverse series of antifungal agents using ratio weighted penalized logistic regression

• Main Authors: Alharthi, A. M., Lee, M. H., Algamal, Z. Y., Al-Fakih, A. M.
• Format: Article
• Published: Taylor and Francis Ltd. 2020
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/93839/; https://doi.org/10.1080/1062936X.2020.1782467
• Institution: Universiti Teknologi Malaysia

One of the most challenging issues when facing a Quantitative structure-activity relationship (QSAR) classification model is to deal with the descriptor selection. Penalized methods have been adapted and have gained popularity as a key for simultaneously performing descriptor selection and QSAR clas...