A multistart tabu search-based method for feature selection in medical applications

Abstract In the design of classification models, irrelevant or noisy features are often generated. In some cases, there may even be negative interactions among features. These weaknesses can degrade the performance of the models. Feature selection is a task that searches for a small subset of releva...

Full description

Bibliographic Details
Main Authors: Joaquín Pacheco, Olalla Saiz, Silvia Casado, Silvia Ubillos
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-44437-4