PCTBagging: From Inner Ensembles to Ensembles. A trade-off between Discriminating Capacity and Interpretability

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera

2022 - Information Sciences

Journal paper

Línea investigación:
Explainable models
Authors by signature order:
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
Description:

open access

This paper has a related website with complementary material:

♦ Additional material

An implementation of PCTBagging algorithm for the WEKA platform, J48PartiallyConsolidated, is available in:

♦ Weka-PCTBagging

Publication year:
2022
Start page:
219
Final page:
238
ISBN - ISSN:
0020-0255
File URL:
https://doi.org/10.1016/j.ins.2021.11.010
Quality indicators:
JCR-2021 (8.233, 16 de 164, Q1 / COMPUTER SCIENCE, INFORMATION SYSTEMS)
Publication name:
Information Sciences
Volume:
583