A novel community detection based genetic algorithm for feature selection

A novel community detection based genetic algorithm for feature selection

Abstract The feature selection is an essential data preprocessing stage in data mining. The core principle of feature selection seems to be to pick a subset of possible features by excluding features with almost no predictive information as well as highly associated redundant features. In the past s...

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Bibliographic Details
Main Authors:	Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
Format:	Article
Language:	English
Published:	SpringerOpen 2021-01-01
Series:	Journal of Big Data
Subjects:	Machine learning Feature selection Genetic algorithm Graph theory Multi-objective
Online Access:	https://doi.org/10.1186/s40537-020-00398-3

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