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Description
  • Metoda ROC je uplatňována pro hodnocení prediktivní kvality klasifikačních modelů. Pro odhady těchto charakteristik existuje řada metod i jejich softwarových implementací. Článek přináší přehled a krátké popisy zhruba 20 softwarových systémů nebo počítačových implementací, které obsahují procedury pro ROC a AUC analýzy. Článek zmiňuje základní rysy podmínek využití jednotlivých implementací. Aplikace konkrétních postupů musí vzít do úvahy řadu specifických faktorů které předpokládá správné využití jednotlivých procedur, například výběr vzorků, tvar testované hypotézy a případně další specifické předpoklady (nezávislost dat, stupnice měření apod.). (cs)
  • ROC analysis became a widely accepted method of evaluation of performance of classification models. There are many possibilities of computer programs and procedures for ROC analysis which are available nowadays. This article brings a review and short description at about 20 packages or procedures which allow ROC analysis. As there are many improvements in basic principles of methodologies used for ROC analysis then user of any software should be very careful. It is necessary to take into account the design of the sample on which the data were given, hypothesis to be tested and assumptions of specific methods used by individual procedures.
  • ROC analysis became a widely accepted method of evaluation of performance of classification models. There are many possibilities of computer programs and procedures for ROC analysis which are available nowadays. This article brings a review and short description at about 20 packages or procedures which allow ROC analysis. As there are many improvements in basic principles of methodologies used for ROC analysis then user of any software should be very careful. It is necessary to take into account the design of the sample on which the data were given, hypothesis to be tested and assumptions of specific methods used by individual procedures. (en)
Title
  • Software for ROC and AUC Analysis
  • Software for ROC and AUC Analysis (en)
  • Software pro analýzu ROC a AUC (cs)
skos:prefLabel
  • Software for ROC and AUC Analysis
  • Software for ROC and AUC Analysis (en)
  • Software pro analýzu ROC a AUC (cs)
skos:notation
  • RIV/62690094:18450/07:00002017!RIV08-GA0-18450___
http://linked.open.../vavai/riv/strany
  • 245-252
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/04/1308)
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
  • 450810
http://linked.open...ai/riv/idVysledku
  • RIV/62690094:18450/07:00002017
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • classification; ROC; AUC; statistical computing; performance analysis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [4AB52B9A682C]
http://linked.open...i/riv/mistoVydani
  • Brno
http://linked.open...i/riv/nazevZdroje
  • Datastat 2006, Proceedings of summer school, Masaryk University, 2007
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Skalská, Hana
number of pages
http://purl.org/ne...btex#hasPublisher
  • Masarykova univerzita
https://schema.org/isbn
  • 978-80-210-4493-7
http://localhost/t...ganizacniJednotka
  • 18450
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