Institute of Information Theory and Automation

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Bibliography

Journal Article

Feature selection toolbox software package

Pudil Pavel, Novovičová Jana, Somol Petr

: Pattern Recognition Letters vol.23, 4 (2002), p. 487-492

: CEZ:AV0Z1075907

: GA402/01/0981, GA ČR

: pattern recognition, feature selection, loating search algorithms

(eng): Recent advances in the statistical methodology for selecting optimal subsets of features for data representation and classification are presented. The paper attempts to provide a guideline which approach to choose with respect to the extent of a priori knowledge of the problem. Two basic approaches are reviewed and the conditions under which they should be used are specified. A consulting system aimed to guide a user to choose a proper method for the problem at hand is being prepared.

: 09K, 12B

: BB

2019-01-07 08:39