Obtaining best parameter values for accurate classification

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2005, Pages 597-600

  Coenen, Frans ^a   Leng, Paul ^a  

^a UNIVERSITY OF LIVERPOOL   (United Kingdom)

Author keywords

Association rule mining; Classification

Indexed keywords

ASSOCIATION RULES; DATA MINING; DATA REDUCTION; PARAMETER ESTIMATION;

ASSOCIATION RULE MINING; THRESHOLD VALUES;

CLASSIFICATION (OF INFORMATION);

EID: 34548554245     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2005.105     Document Type: Conference Paper

References (4)

1. Coenen, F.,Leng, P. and Zhang, L (2005). Threshold Tuning for Improved Classification Association Rule Mining Proc PAKDD 2005: LNCS 3518, Springer, pp216-225
2. Li W., Han, J. and Pei, J. (2001). CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules. Proc ICDM 2001, pp369-376.
3. Liu, B. Hsu, W. and Ma, Y (1998). Integrating Classification and Association Rule Mining. Proceedings KDD-98, New York, 27-31 August. AAAI. pp80-86.
4. Yin, X. and Han, J. (2003). CPAR: Classification based on Predictive Association Rules. Proc. SIAM Int. Conf. on Data Mining (SDM'03), San Francisco, CA, pp. 331-335.