About: Elliptically Contoured Models in Classification     Goto   Sponge   NotDistinct   Permalink

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

AttributesValues
rdf:type
Description
  • This paper demonstrates that linear and quadratic discriminant decision rules of classifying observation as coming from one of several multivariate normal distribution can be construct for much broader classes of multivariate distributions such as elliptically contoured distributions (ECDs). The performance of a binary (two-groups) classifier with continuous output is often evaluated with receiver operating characteristic (ROC) curve analysis, which yields indices of accuracy such as the area under the curve (AUC). 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 paper demonstrates that linear and quadratic discriminant decision rules of classifying observation as coming from one of several multivariate normal distribution can be construct for much broader classes of multivariate distributions such as elliptically contoured distributions (ECDs). The performance of a binary (two-groups) classifier with continuous output is often evaluated with receiver operating characteristic (ROC) curve analysis, which yields indices of accuracy such as the area under the curve (AUC). 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). (en)
Title
  • Elliptically Contoured Models in Classification
  • Elliptically Contoured Models in Classification (en)
skos:prefLabel
  • Elliptically Contoured Models in Classification
  • Elliptically Contoured Models in Classification (en)
skos:notation
  • RIV/00216224:14310/07:00032420!RIV10-MSM-14310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • 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
  • 419918
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14310/07:00032420
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • linear and quadratic discriminant decision rules; elliptically contoured distribution; ROC analysis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [618D6ECA1C81]
http://linked.open...v/mistoKonaniAkce
  • Venice, Italy
http://linked.open...i/riv/mistoVydani
  • Venice, Italy
http://linked.open...i/riv/nazevZdroje
  • S.Co.2007 Book of short papers (Complex Models and Computational Intensive Methods for Estimation and Prediction)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Forbelská, Marie
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • CLEUP Editore
https://schema.org/isbn
  • 978-88-6129-114-0
http://localhost/t...ganizacniJednotka
  • 14310
Faceted Search & Find service v1.16.118 as of Jun 21 2024


Alternative Linked Data Documents: ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 48 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software