An Approach to Intuitionistic Fuzzy Decision Trees
Pawe Bujnowski, Eulalia Szmidt, Janusz Kacprzyk
Available Online June 2015.
- 10.2991/ifsa-eusflat-15.2015.177How to use a DOI?
- Classification, decision tree, fuzzy decision tree, intuitionistic fuzzy decision tree.
An approach to construct a new classifier called an intuitionistic fuzzy decision tree is presented. Well known benchmark data is used to analyze the performance of the classifier. The results are compared to some other popular classification algorithms. Finally, the classifier behavior is verified while solving a real-world classification problem.
- © 2015, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Pawe Bujnowski AU - Eulalia Szmidt AU - Janusz Kacprzyk PY - 2015/06 DA - 2015/06 TI - An Approach to Intuitionistic Fuzzy Decision Trees BT - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology PB - Atlantis Press SP - 1253 EP - 1260 SN - 1951-6851 UR - https://doi.org/10.2991/ifsa-eusflat-15.2015.177 DO - 10.2991/ifsa-eusflat-15.2015.177 ID - Bujnowski2015/06 ER -