Robust hybrid algorithms for regularization and variable selection in QSAR studies

This study introduces a robust hybrid sparse learning approach for regularization and variable selection. This approach comprises two distinct steps. In the initial step, we segment the original dataset into separate training and test sets and standardize the training data using its mean and standa...

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Bibliographic Details
Main Authors: Christian N. Nwaeme, Adewale F. Lukman
Format: Article
Language:English
Published: Nigerian Society of Physical Sciences 2023-11-01
Series:Journal of Nigerian Society of Physical Sciences
Subjects:
Online Access:https://journal.nsps.org.ng/index.php/jnsps/article/view/1708