@inproceedings{0c2b613ab6af431fa0363e8a1d37710b,
title = "On cost and uncertainty of decision trees",
abstract = "This paper describes a new tool for the study of relationships between the cost (depth, average depth, number of nodes, etc.) and uncertainty of decision trees, which is closely connected with accuracy of trees. In addition to the algorithm the paper also presents the experimental results of application of our algorithm on some of the datasets acquired from UCI ML Repository [1].",
keywords = "Cost functions, Decision trees, Uncertainty measure",
author = "Igor Chikalov and Shahid Hussain and Mikhail Moshkov",
note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2012.; 8th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2012 ; Conference date: 17-08-2012 Through 20-08-2012",
year = "2012",
doi = "10.1007/978-3-642-32115-3_22",
language = "English (US)",
isbn = "9783642321146",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "190--197",
editor = "JingTao Yao and Yan Yang and Roman Slowinski and Salvatore Greco and Huaxiong Li and Sushmita Mitra and Lech Polkowski",
booktitle = "Rough Sets and Current Trends in Computing - 8th International Conference, RSCTC 2012, Proceedings",
address = "Germany",
}