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  • The aim of the chapter is to give an exhaustive overview and comparision of existing methods that deal with the methods of data selection and sampling. A general approach to the problem of optimal data selection (we could call it also splitting, dividing, sampling, ...) to training, testing and eventually validation sets is discussed. An overview of the methods together with their features, utilization, positives and negatives is given. Aptly presented algorithms of the methods are clearly summarized. Principles of selected methods are visualized in pictures and charts.
  • The aim of the chapter is to give an exhaustive overview and comparision of existing methods that deal with the methods of data selection and sampling. A general approach to the problem of optimal data selection (we could call it also splitting, dividing, sampling, ...) to training, testing and eventually validation sets is discussed. An overview of the methods together with their features, utilization, positives and negatives is given. Aptly presented algorithms of the methods are clearly summarized. Principles of selected methods are visualized in pictures and charts. (en)
Title
  • Selecting Representative Data Sets
  • Selecting Representative Data Sets (en)
skos:prefLabel
  • Selecting Representative Data Sets
  • Selecting Representative Data Sets (en)
skos:notation
  • RIV/67985807:_____/12:00380642!RIV13-AV0-67985807
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • I, P(LG12020), S
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
  • 167307
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/12:00380642
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • data selection; classification; class balancing; sampling (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [82C203F7FBAB]
http://linked.open...i/riv/mistoVydani
  • Rijeka
http://linked.open...i/riv/nazevZdroje
  • Advances in Data Mining Knowledge Discovery and Applications
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Jiřina jr., M.
  • Jiřina, Marcel
  • Borovička, T.
  • Kordík, P.
number of pages
http://bibframe.org/vocab/doi
  • 10.5772/50787
http://purl.org/ne...btex#hasPublisher
  • InTech
https://schema.org/isbn
  • 978-953-51-0748-4
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