Concurrent discretization of multiple attributes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1531, Issue , 1998, Pages 250-259

  Wang, Ke ^a   Liu, Bing ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION TREES; FORESTRY;

CONTINUOUS ATTRIBUTE; CONTINUOUS VALUE; DISCRETIZATIONS; GREEDY HEURISTICS; INFORMATION LOSS; MULTIPLE ATTRIBUTES; TIME INDEPENDENTS;

MERGING;

EID: 79952944972     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/BFb0095274     Document Type: Conference Paper

References (6)

1. J. Dougherty, R. Kohavi, M. Sahami. Supervised and Unsupervised Discretization of Continuous Features. In the 12th International Conference on Machine Learning, 1995.
2. R. Kerber. ChiMerge: Discretization of Numeric Attributes. In Ninth National Conference on Artificial Intelligence, 1992, 123-128.
3. C.J. Merz, P.M. Murphy. UCI Repository of machine learning databases [http://www.ics.uci.edu/mlearn/MLRepository.html].
4. J.R. Quinlan. C4.5: Programs for Machine Learning. Los Altos, CA: Morgan Kaufmann, 1993.
5. J.R. Quinlan. Improved Use of Continuous 'Attributes in C4.5. In Journal of Artificial Intelligence Research 4, 1996, 77-90
6. M. Richeldi and M. Rossotto. Class-driven Statistical Discretization of Continuous Attributes. In Proc. of European Conference on Machine Learning 1995, Springer Verlag, 335-338