Handling noise with generalized entropy of type beta in induction graphs algorithms

Proceedings of the Joint Conference on Information Sciences

Volumn 4, Issue , 1998, Pages 25-27

  Rakotomalala, R ^a   Lallich, S ^a  

^a ERIC   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BOOLEAN ALGEBRA; COMPUTATIONAL COMPLEXITY; ENTROPY; GRAPH THEORY; PROBABILITY;

BOOLEAN VARIABLES; INDUCTION GRAPHS;

SPURIOUS SIGNAL NOISE;

EID: 1642330046     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. A. Blumer, A. Ehrenfeucht, D. Haussler, and M.K. Warmuth. Occam's razor. Information Processing Letters, 24:377-380, 1987.
2. L. Breiman, J.H. Friedman, R.A. Olshen, and C.J. Stone. Classification and Regression Trees. California: Wadsworth International, 1984.
3. T. G. Dietterich. Machine learning. Annual Review of Computer Science, 4:255-306, 1990.
4. L.A. Goodman and W.H. Kruskal. Measures of association for cross classifications. Journal of American statistical Association, 49:732-764, 1954.
5. S. Lallich. Concept de diversité et coefficients d'association prédictive. Working paper, Laboratoire ERIC, Université Lyon 2, 1998.
6. J. Mingers. An empirical comparison of selection measures for decision tree induction. Machine Learning, 3:319-342, 1989.
7. G. Pagallo and D. Haussler. Boolean feature discovery in empirical learning. Machine Learning, 5:71-99, 1990.
8. J. R. Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, CA, 1993.
9. R. Rakotomalala. Graphes d'induction. PhD thesis, Université Claude Bernard, 1997.
10. R.Rakotomalala and D.A. Zighed. Mesures d'association dans les graphes d'induction: une approche statistique de l'arbitrage généralité-précision. In Proceedings of the 7th Conference of International Association for the Development of the Interdisciplinary Research, 1997.
11. L. Wehenkel. On uncertainty measures used for decision tree induction. In Proceedings of Info. Proc. and Manag. Of Uncertainty, pages 413-418, 1996.
12. D.A. Zighed, J.P. Auray, and G. Duru. Sipina: Methode et logiciel. Lacassagne, 1992.