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Difficulty Factors and Preprocessing in Imbalanced Data Sets: An Experimental Study on Artificial Data Cover

Difficulty Factors and Preprocessing in Imbalanced Data Sets: An Experimental Study on Artificial Data

Open Access
|Jun 2017

Authors

Szymon Wojciechowski

Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60-965, Poznan, Poland

Szymon Wilk

szymon.wilk@cs.put.poznan.pl

Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60-965, Poznan, Poland
DOI: https://doi.org/10.1515/fcds-2017-0007 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
Language: English
Page range: 149 - 176
Submitted on: Oct 19, 2016
Accepted on: Apr 24, 2017
Published on: Jun 16, 2017
Published by: Poznan University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2017 Szymon Wojciechowski, Szymon Wilk, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.