Formal analysis of leave-one-out methods based on decremental sampling scheme

Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014

Volumn 2, Issue , 2014, Pages 371-378

  Tsumoto, Shusaku ^a   Hirano, Shoji ^a  

^a SHIMANE UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CROSS-VALIDATION METHODS; ERROR RATE; FORMAL ANALYSIS; INCREMENTAL SAMPLINGS; LEAVE ONE OUT METHODS; RULE INDUCTION; SAMPLING SCHEMES; STATISTICAL INDICES;

SAMPLING;

EID: 84912522403     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI-IAT.2014.121     Document Type: Conference Paper

References (6)

1. S. Tsumoto and S. Hirano, "Incremental rules induction based on rule layers," in RSKT, ser. Lecture Notes in Computer Science, T. rui Li, H. S. Nguyen, G. Wang, J. W. Grzymala-Busse, R. Janicki, A. E. Hassanien, and H. Yu, Eds., vol. 7414. Springer, 2012, pp. 139-148.
2. S. Tsumoto, "Automated induction of medical expert system rules from clinical databases based on rough set theory," Information Sciences, vol. 112, pp. 67-84, 1998.
3. Z. Pawlak, Rough Sets. Dordrecht: Kluwer Academic Publishers, 1991.
4. W. Ziarko, "Variable precision rough set model," Journal of Computer and System Sciences, vol. 46, pp. 39-59, 1993.
5. B. Efron and R. Tibshirani, An Introduction to the Bootstrap. London: Chapman and Hall, 1994.
6. M. Walker, "Probability estimation for classification trees and dna sequence analysis," Stanford University, Tech. Rep., 1992.