About: Extensions of Bi-normal ROC Analysis to Bi-ECD Case

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Receiver operating characteristic (ROC) analysis, which yields indices of accuracy such as the area under the curve (AUC), is increasingly being used to evaluate the performances of a two-class classifier that produce results on continuous scales. The most common method of ROC analysis is based on the bi-normal model. In this paper the attention is concerned with a more general fully parameterized bi-distributional model assuming elliptically contoured distributions (ECD). This family includes as particular cases the following distributions: the normal, the t-Student, the Pearson type II and VII, the Kotz type, the logistic, the Laplace (also so-called double exponential), the contaminated normal, among many others. Receiver operating characteristic (ROC) analysis, which yields indices of accuracy such as the area under the curve (AUC), is increasingly being used to evaluate the performances of a two-class classifier that produce results on continuous scales. The most common method of ROC analysis is based on the bi-normal model. In this paper the attention is concerned with a more general fully parameterized bi-distributional model assuming elliptically contoured distributions (ECD). This family includes as particular cases the following distributions: the normal, the t-Student, the Pearson type II and VII, the Kotz type, the logistic, the Laplace (also so-called double exponential), the contaminated normal, among many others. (en)
Title	Extensions of Bi-normal ROC Analysis to Bi-ECD Case Extensions of Bi-normal ROC Analysis to Bi-ECD Case (en)
skos:prefLabel	Extensions of Bi-normal ROC Analysis to Bi-ECD Case Extensions of Bi-normal ROC Analysis to Bi-ECD Case (en)
skos:notation	RIV/00216224:14310/07:00033153!RIV10-MSM-14310___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Forbelská, Marie
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Přírodovědecká fakulta
http://linked.open...dnocenehoVysledku	421444
http://linked.open...ai/riv/idVysledku	RIV/00216224:14310/07:00033153
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	multivariate elliptically contoured distribution (ECD); receiver operating characteristic (ROC) analysis; area under the ROC curve (AUC); bi-distributional model; bi-normal model; bi-ECD model (en)
http://linked.open.../riv/klicoveSlovo	area under the ROC curve (AUC) bi-ECD model bi-distributional model bi-normal model multivariate elliptically contoured distribution (ECD) receiver operating characteristic (ROC) analysis
http://linked.open...ontrolniKodProRIV	[7901A4EC59CB]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	Summer School DATASTAT 06
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...UplatneniVysledku	2007
http://linked.open...iv/tvurceVysledku	Forbelská, Marie
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2007-01-01 (xsd:date)
number of pages	18 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Masaryk University
https://schema.org/isbn	978-80-210-4493-7
http://localhost/t...ganizacniJednotka	14310

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