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Article

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Title

Prequential AUC: properties of the area under the ROC curve for data streams with concept drift

Authors

[ 1 ] Instytut Informatyki, Wydział Informatyki, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2017

Published in

Knowledge and Information Systems

Journal year: 2017 | Journal volume: vol. 52 | Journal number: iss. 2

Article type

scientific article

Publication language

english

Keywords
EN
  • AUC ROC
  • concept drift
  • data streams
  • classifier evaluation
Date of online publication

16.01.2017

Pages (from - to)

531 - 562

DOI

10.1007/s10115-017-1022-8

License type

CC BY (attribution alone)

Open Access Mode

other

Open Access Text Version

final published version

Date of Open Access to the publication

in press

Ministry points / journal

35

Ministry points / journal in years 2017-2021

35

Impact Factor

2,247

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