Automatic feature selection for classification of health data

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

Volumn 3809 LNAI, Issue , 2005, Pages 910-913

  He, Hongxing ^a   Jin, Huidong ^a   Chen, Jie ^a  

^a CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA REDUCTION; FEATURE EXTRACTION; MATHEMATICAL MODELS; SET THEORY;

COMBINED SYMMETRICAL UNCERTAINTY (CSU); CONDITIONAL MUTUAL INFORMATION (CMU); FEATURE INCLUSION AND EXCLUSION BASED ON INFORMATION THEORY (FIEBIT); INDIVIDUAL SYMMETRICAL UNCERTAINTY (ISU);

HEALTH;

EID: 33745597647     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11589990_108     Document Type: Conference Paper

References (5)

1. Lei Yu and Huan Liu. Redundancy based feature selection for microarray data. In Proceedings of KDD'04, pages 737-742, Seattle, WA, USA, 2004.
2. Francois Fleuret. Fast binary feature selection with conditional mutual information. Journal of Machine Learning Research, 5:1531-1555, 2004.
3. Gang Wang, Frederick H. Lochovsky, and Qiang Yang. Feature selection with conditional mutual information maxmin in text categorization. In Proceedings of CIKM'04, pages 8-13, Washington, US, November 2004.
4. J. Quinlan. C4-5: Programs for Machine Learning. Morgan Kaufmann, 1993.
5. S. Jack, D. Heckerman, and C. Kadie. ftp://ftp.ics.uci.edu/pub/machine- learningdatabases/arrhythmia/, 1998.