The Quest for the Optimal Class Distribution: an Approach for Enhancing the Effectiveness of Learning via Resampling Methods for imbalanced data sets

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez

2013 - Progress in Artificial Intelligence

Journal paper

Línea investigación:
Machine learning
Authors by signature order:
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
Description:

DOI: 10.1007/s13748-012-0034-6

Publication year:
2013
Start page:
45
Final page:
63
ISBN - ISSN:
2192-6352
File URL:
http://link.springer.com/article/10.1007/s13748-012-0034-6
Publication name:
Progress in Artificial Intelligence
Volume:
2
Number:
1