A Group Feature Ranking and Selection Method Based on Dimension Reduction Technique in High-Dimensional Data

Group feature selection methods select the important group features by removing the irrelevant group features for reducing the complexity of the model. To the best of our knowledge, there are few group feature selection methods that provide the relative importance of each feature group. For this pur...

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Bibliographic Details
Main Authors: Iqbal Muhammad Zubair, Byunghoon Kim
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9966584/