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Relationships between Depth and Number of Misclassifications for Decision Trees
Conference proceeding   Peer reviewed

Relationships between Depth and Number of Misclassifications for Decision Trees

Igor Chikalov, Shahid Hussain and Mikhail Moshkov
ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, RSFDGRC 2011, Vol.6743, pp.286-292
Lecture Notes in Artificial Intelligence
01/01/2011
DOI: https://doi.org/10.1007/978-3-642-21881-1_45

Abstract

Computer Science Computer Science, Artificial Intelligence Science & Technology Technology
This paper describes a new tool for the study of relationships between depth and number of misclassifications for decision trees. In addition to the algorithm the paper also presents the results of experiments with three datasets from UCI Machine Learning Repository [3].

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