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Relationships between Average Depth and Number of Misclassifications for Decision Trees.
- Source :
-
Fundamenta Informaticae . 2014, Vol. 129 Issue 1-2, p15-26. 12p. - Publication Year :
- 2014
-
Abstract
- This paper presents a new tool for the study of relationships between the total path length or the average depth and the number of misclassifications for decision trees. In addition to algorithm, the paper also presents the results of experiments with datasets from UCI ML Repository [9] and datasets representing Boolean functions with 10 variables. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01692968
- Volume :
- 129
- Issue :
- 1-2
- Database :
- Academic Search Index
- Journal :
- Fundamenta Informaticae
- Publication Type :
- Academic Journal
- Accession number :
- 94006998
- Full Text :
- https://doi.org/10.3233/FI-2014-957