Assessment the Quality of Classification Algorithms

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F05%3A00001784" target="_blank" >RIV/62690094:18450/05:00001784 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Assessment the Quality of Classification Algorithms

Original language description

This article summarizes the latest findings dealing with comparison of predictive accuracy (performance) of classification algorithms. Different measures of performance of classifiers are described here as well as the possibilities of ROC analysis and their dual representation with expected costs graph.

Czech name

Hodnocení kvality klasifikačních algoritmů

Czech description

klasifikace, míry prediktivní přesnosti, ROC, EC graf

Type

D - Article in proceedings

CEP classification

BB - Applied statistics, operational research

OECD FORD branch

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Project

<a href="/en/project/GA402%2F04%2F1308" target="_blank" >GA402/04/1308: Classification models and the assessment of their predictive properties</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2005

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Aplimat 2005

ISBN

80-969264-3-8

ISSN

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e-ISSN

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Number of pages

7

Pages from-to

529-535

Publisher name

Slovak University of Technology

Place of publication

Bratislava

Event location

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Event date

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Type of event by nationality

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UT code for WoS article

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