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A Binary Multi-Objective Chimp Optimizer With Dual Archive for Feature Selection in the Healthcare Domain

Medical datasets frequently include vast feature sets with numerous features that are related to one another. As a result, the curse of dimensionality affects learning from a medical dataset to discover significant characteristics, making it necessary to minimize the feature set. Feature selection (...

Ausführliche Beschreibung

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Hauptverfasser: Jayashree Piri, Puspanjali Mohapatra, Manas Ranjan Pradhan, Biswaranjan Acharya, Tapas Kumar Patra
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2022-01-01
Schriftenreihe:IEEE Access
Schlagworte:
Chimp optimization
classification
healthcare
data mining
feature selection
multi-objective
Online-Zugang:https://ieeexplore.ieee.org/document/9663195/
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