A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification

Feature selection is a widespread preprocessing step in the data mining field. One of its purposes is to reduce the number of original dataset features to improve a predictive model’s performance. Despite the benefits of feature selection for the classification task, to the best of our kn...

Full description

Bibliographic Details
Main Authors: Helen C. S. C. Lima, Fernando E. B. Otero, Luiz H. C. Merschmann, Marcone J. F. Souza
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9536739/