An improved attribute selection measure for decision tree induction

Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007

Volumn 4, Issue , 2007, Pages 654-658

  Wang, Dianhong ^a   Jiang, Liangxiao ^a  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

Author keywords

[No Author keywords available]

Indexed keywords

GAIN RATIO; INFORMATION GAIN MEASURE;

DATA MINING; FUZZY INFERENCE; INFORMATION RETRIEVAL; LEARNING SYSTEMS;

DECISION TREES;

EID: 44049100258     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2007.161     Document Type: Conference Paper

References (6)

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2. J. Mingers. An empirical comparison of selection measures for decision-tree induction. Machine Learning, 3:319-342, 1989.
3. T. M. Mitchell. Machine Learning. McGraw-Hill, 1997.
4. J. R. Quinlan. Induction of decision trees. Machine Learning, 1:81-106, 1986.
5. J. R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, 1993.
6. I. H. Witten and E. Frank. Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann, San Francisco, 2005.