Induction of ordinal decision tree

Proceedings of 2002 International Conference on Machine Learning and Cybernetics

Volumn 4, Issue , 2002, Pages 2220-2224

  Lee, John W T ^a   Liu, Da Zhong ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b HEBEI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DATA STRUCTURES; PROBABILITY; STATISTICS;

ORDINAL CLASSIFICATION PROBLEM; ORDINAL DECISION TREE;

GRAPH THEORY;

EID: 0036921817     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Frank, E. and Hall, M. 2001. A Simple Approach to Ordinal Classification. Lecture Notes in Artificial Intelligence 2167:145-156.
2. Goodman, L.A. and Kruskal, W.H. 1979. Measures of Association for Cross Classifications. Springer-Verlag.
3. Kendall, M. and Gibbons, J.D. 1990. Rank Correlation Methods (fifth edition). Oxford University Press.
4. Kramer, S. Widmer, G. Pfahringer, B. and DeGroeve, M. 2001. Prediction of ordinal classes using regression trees. Fundamenta Informaticae.
5. Potharst, J.R. and Bioch, J.C. 2000. Decision trees for ordinal classification. Intelligent Data Analysis 4 (2): 97-112.
6. Quinlan, J.R. 1993. C4.5: Programs for Machine Learning. Morgan Kaufmann.