Enhanced Feature Selection via Hierarchical Concept Modeling

Enhanced Feature Selection via Hierarchical Concept Modeling

The objectives of feature selection include simplifying modeling and making the results more understandable, improving data mining efficiency, and providing clean and understandable data preparation. With big data, it also allows us to reduce computational time, improve prediction performance, and b...

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Bibliographic Details
Main Authors: Jarunee Saelee, Patsita Wetchapram, Apirat Wanichsombat, Arthit Intarasit, Jirapond Muangprathub, Laor Boongasame, Boonyarit Choopradit
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
formal concept analysis
feature selection methods
hierarchical concept model
the paired-samples <i>t</i>-test
classification
Online Access:https://www.mdpi.com/2076-3417/14/23/10965
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