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Description
  • A new approach to area under receiver operating characteristic curve evaluation is introduced and compared with the current methods. The main idea is based on the Bubble sort method. It advantages from the approach to the qualitative dependent variable which is used as the ordinal (and not nominal) variable in comparison to the classical approach. For binary output data the algorithm reaches the same complexity and values as the other methods but for multi-class classification the lower complexity is achieved.
  • A new approach to area under receiver operating characteristic curve evaluation is introduced and compared with the current methods. The main idea is based on the Bubble sort method. It advantages from the approach to the qualitative dependent variable which is used as the ordinal (and not nominal) variable in comparison to the classical approach. For binary output data the algorithm reaches the same complexity and values as the other methods but for multi-class classification the lower complexity is achieved. (en)
Title
  • AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC WITH LOWER COMPUTATIONAL COMPLEXITY
  • AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC WITH LOWER COMPUTATIONAL COMPLEXITY (en)
skos:prefLabel
  • AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC WITH LOWER COMPUTATIONAL COMPLEXITY
  • AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC WITH LOWER COMPUTATIONAL COMPLEXITY (en)
skos:notation
  • RIV/00216305:26220/08:PU75594!RIV10-MSM-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM0021630529)
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
  • 357000
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/08:PU75594
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • ROC, multi-class AUC, artificial intelligence, decision making, classification (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [D3764AD90040]
http://linked.open...v/mistoKonaniAkce
  • Wroclaw
http://linked.open...i/riv/mistoVydani
  • Poland, Wroclaw
http://linked.open...i/riv/nazevZdroje
  • 14th International Congress of Cybernetics and Systems of WOSC Proceedings
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Kučera, Pavel
  • Honzík, Petr
  • Fiedler, Petr
  • Sáblík, Václav
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
  • Oficyna Wydawnicza Politechniki Wrocławskiej
https://schema.org/isbn
  • 978-83-7493-400-8
http://localhost/t...ganizacniJednotka
  • 26220
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