ICF: An algorithm for large scale classification with conic functions

Incremental Conic Functions (ICF) algorithm is developed for solving classification problems based on mathematical programming. This algorithm improves previous version of conic function-based classifier construction in terms of computational speed. Furthermore, the incremental step avoids the a-pri...

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Bibliographic Details
Main Authors: Emre Cimen, Gurkan Ozturk, Omer Nezih Gerek
Format: Article
Language:English
Published: Elsevier 2018-07-01
Series:SoftwareX
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711017300699