A Binary Classifier Based On Firefly Algorithm

This work implements the Firefly algorithm (FA) to find the best decision hyper-plane in the feature space. The proposed classifier uses a cross-validation of a 10-fold portioning for the training and the testing phases used for classification. Five pattern recognition binary benchmark problems with...

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Bibliographic Details
Main Authors: Raed Z. Al-Abdallah, Ameera S. Jaradat, Iyad Abu Doush, Yazan A. Jaradat
Format: Article
Language:English
Published: Scientific Research Support Fund of Jordan (SRSF) and Princess Sumaya University for Technology (PSUT) 2017-12-01
Series:Jordanian Journal of Computers and Information Technology
Subjects:
Online Access:http://jjcit.org/Volume%2003,%20Number%2003/3-DOI%2010.5455-jjcit.71-1501152301.pdf