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  • Není k dispozici (cs)
  • This paper reports on applying state-of-the-art feature selection techniques to genetic microarray data. The wrapper based feature selection approach is studied. Frequently utilized learning algorithms are employed as an objective function. Selected subsets of genes are examined not only for training sets but also for independent test sets. Generally, the evaluation of selected subsets of genes is worse on test data than the training data leave-one-out cross-validation.
  • This paper reports on applying state-of-the-art feature selection techniques to genetic microarray data. The wrapper based feature selection approach is studied. Frequently utilized learning algorithms are employed as an objective function. Selected subsets of genes are examined not only for training sets but also for independent test sets. Generally, the evaluation of selected subsets of genes is worse on test data than the training data leave-one-out cross-validation. (en)
Title
  • Feature Selection for Genetic Microarray Data
  • Není k dispozici (cs)
  • Feature Selection for Genetic Microarray Data (en)
skos:prefLabel
  • Feature Selection for Genetic Microarray Data
  • Není k dispozici (cs)
  • Feature Selection for Genetic Microarray Data (en)
skos:notation
  • RIV/68407700:21230/05:03109905!RIV06-GA0-21230___
http://linked.open.../vavai/riv/strany
  • 77 ; 80
http://linked.open...avai/riv/aktivita
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  • P(GA102/03/0440)
http://linked.open...vai/riv/dodaniDat
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  • 521477
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  • RIV/68407700:21230/05:03109905
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  • Feature selection; gene expression; microarray; wrapper (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0CDFAAB678AE]
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  • Praha
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  • Prague
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  • Proceedings of Prague Post Genome Technology Workshop (PPGT 2005)
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  • Hlaváč, Václav
  • Křížek, Pavel
  • Kittler, J.
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • Czech Pattern Recognition Society
https://schema.org/isbn
  • 80-01-03239-6
http://localhost/t...ganizacniJednotka
  • 21230
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