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Description
  • This contribution presents a parametric variant of committee-based selective sampling. The committee members learned on small subsets obtained by random sampling from the original dataset are used to classify the rest of the dataset. In the second part of the paper a meta-learning technique for parameter setting is introduced and experimental results obtained with it are discussed.
  • This contribution presents a parametric variant of committee-based selective sampling. The committee members learned on small subsets obtained by random sampling from the original dataset are used to classify the rest of the dataset. In the second part of the paper a meta-learning technique for parameter setting is introduced and experimental results obtained with it are discussed. (en)
  • This contribution presents a parametric variant of committee-based selective sampling. The committee members learned on small subsets obtained by random sampling from the original dataset are used to classify the rest of the dataset. In the second part of the paper a meta-learning technique for parameter setting is introduced and experimental results obtained with it are discussed. (cs)
Title
  • Committee-Based Selective Sampling with Parameters Set by Meta-Learning
  • Committee-Based Selective Sampling with Parameters Set by Meta-Learning (en)
  • Committee-Based Selective Sampling with Parameters Set by Meta-Learning (cs)
skos:prefLabel
  • Committee-Based Selective Sampling with Parameters Set by Meta-Learning
  • Committee-Based Selective Sampling with Parameters Set by Meta-Learning (en)
  • Committee-Based Selective Sampling with Parameters Set by Meta-Learning (cs)
skos:notation
  • RIV/00216224:14330/02:00006518!RIV08-MSM-14330___
http://linked.open.../vavai/riv/strany
  • 100
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 143300003)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 641214
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/02:00006518
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • selective sampling; meta-learning (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [780524C9E691]
http://linked.open...v/mistoKonaniAkce
  • August 2002, Helsinki, Finland
http://linked.open...i/riv/mistoVydani
  • Helsinki
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the second IDDM workshop at ECML/PKDD 2002
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Popelínský, Lubomír
  • Nepil, Miloslav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Helsinki University of Technology
http://localhost/t...ganizacniJednotka
  • 14330
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