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Roc curves for continuous data

Since ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. ROC Curves for Continuous Data is the first book solely devoted to the subject, bringing together all the relevant material to provide a clear understandin...

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Detalles Bibliográficos
Autores principales: Krzanowski, Wojtek J, Hand, David J
Lenguaje:eng
Publicado: CRC Press 2009
Materias:
Acceso en línea:http://cds.cern.ch/record/1999806
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author Krzanowski, Wojtek J
Hand, David J
author_facet Krzanowski, Wojtek J
Hand, David J
author_sort Krzanowski, Wojtek J
collection CERN
description Since ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. ROC Curves for Continuous Data is the first book solely devoted to the subject, bringing together all the relevant material to provide a clear understanding of how to analyze ROC curves.The fundamental theory of ROC curvesThe book first discusses the relationship between the ROC curve and numerous performance measures and then extends the theory into practice by describing how ROC curves are estimated. Further building on the theory, the authors prese
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institution Organización Europea para la Investigación Nuclear
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publishDate 2009
publisher CRC Press
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spelling cern-19998062021-04-21T20:26:26Zhttp://cds.cern.ch/record/1999806engKrzanowski, Wojtek JHand, David JRoc curves for continuous dataMathematical Physics and MathematicsSince ROC curves have become ubiquitous in many application areas, the various advances have been scattered across disparate articles and texts. ROC Curves for Continuous Data is the first book solely devoted to the subject, bringing together all the relevant material to provide a clear understanding of how to analyze ROC curves.The fundamental theory of ROC curvesThe book first discusses the relationship between the ROC curve and numerous performance measures and then extends the theory into practice by describing how ROC curves are estimated. Further building on the theory, the authors preseCRC Pressoai:cds.cern.ch:19998062009
spellingShingle Mathematical Physics and Mathematics
Krzanowski, Wojtek J
Hand, David J
Roc curves for continuous data
title Roc curves for continuous data
title_full Roc curves for continuous data
title_fullStr Roc curves for continuous data
title_full_unstemmed Roc curves for continuous data
title_short Roc curves for continuous data
title_sort roc curves for continuous data
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1999806
work_keys_str_mv AT krzanowskiwojtekj roccurvesforcontinuousdata
AT handdavidj roccurvesforcontinuousdata