Output details
11 - Computer Science and Informatics
University of Salford
Article title
A survey of cost-sensitive decision tree induction algorithms
Type
D - Journal article
Title of journal
ACM Computing Surveys
Article number
-
Volume number
45
Issue number
2
First page of article
1
ISSN of journal
03600300
Year of publication
2013
URL
-
Number of additional authors
1
Additional information
<24>Research on cost-sensitive induction has led to many publications with the danger that future research may not build upon existing work and expend effort following paths already explored. This paper presents a new taxonomy for cost -sensitive induction that is based on a comprehensive study of the existing algorithms, resulting in a synthesis that represents a major contribution to the field. As an indication of its significance, it was the basis of the only UK proposed workshop for the IEEE International Conference on Data Mining in 2012 and has been downloaded over 560 times on the ACM digital library.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
2
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
