A Modified Ant Lion Optimization Method and Its Application for Instance Reduction Problem in Balanced and Imbalanced Data

A Modified Ant Lion Optimization Method and Its Application for Instance Reduction Problem in Balanced and Imbalanced Data

Instance reduction is a pre-processing step devised to improve the task of classification. Instance reduction algorithms search for a reduced set of instances to mitigate the low computational efficiency and high storage requirements. Hence, finding the optimal subset of instances is of utmost impor...

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Bibliographic Details
Main Authors: Lamiaa M. El Bakrawy, Mehmet Akif Cifci, Samina Kausar, Sadiq Hussain, Md. Akhtarul Islam, Bilal Alatas, Abeer S. Desuky
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Axioms
Subjects:
antlion optimization
instance reduction
nature-inspired optimization
machine learning
Online Access:https://www.mdpi.com/2075-1680/11/3/95

Internet

https://www.mdpi.com/2075-1680/11/3/95

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