Coverage-based resampling: Building robust consolidated decision trees

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz

2015 - Knowledge-Based Systems

Journal paper

Línea investigación:
Comprehensible models
Authors by signature order:
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Description:

This paper has a related website with complementary material:

♦ Additional material

 An implementation of the proposed approach for the WEKA platform is available in:

♦ J48Consolidated package

This paper has a corrigendum:

♦ Corrigendum to “Coverage-based resampling: Building robust consolidated decision trees” [Knowledge-Based Systems 79(2015)51–67]

Publication year:
2015
Start page:
51
Final page:
67
ISBN - ISSN:
0950-7051
File URL:
http://dx.doi.org/10.1016/j.knosys.2014.12.023
Quality indicators:
JCR-2015 (3.325, 17 de 130, Q1 / COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
Publication name:
Knowledge-Based Systems
Volume:
79