The peaking phenomenon revisited: The case with feature selection

GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics

Volumn , Issue , 2008, Pages

  Sima, Chao ^a   Dougherty, Edward R ^a,b  

^a TRANSLATIONAL GENOMICS RESEARCH INSTITUTE   (United States)

^b Texas AandM University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SIGNAL PROCESSING;

FEATURE SELECTION;

STATISTICAL METHODS;

EID: 51549116338     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GENSIPS.2008.4555663     Document Type: Conference Paper

References (6)

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2. A. K. Jain and W. G. Waller, "On the optimal number of features in the classification of multivariate gaussian data," Pattern Recognition, vol. 10, no. 5-6, pp. 365-374, 1978.
3. P. Pudil, J. Novovicova, and J. Kittler, "Floating search methods in feature-selection," Pattern Recognition Letters, vol. 15, no. 11, pp. 1119-1125, 1994.
4. I. Kononenko and M. Robnik-Sikonia, "Relieff for estimation and discretization of attributes in classification," in Artificial Intelligence: Methodology, Systems, Applications, A. Ramsay, Ed., pp. 31-40. IOS Press, 1996.
5. M. A. Hall, Correlation-based Feature Selection for Machine Learning, Ph.D. thesis, U. of Waikato, 1999.
6. C. Sima and E. Dougherty, "The peaking phenomenon in the presence of feature selection," submitted, 2007.