The design and analysis of benchmark experiments

The assessment of the performance of learners by means of benchmark experiments is established exercise. In practice, benchmark studies are a tool to compare the performance of several competing algorithms for a certain learning problem. Cross-validation or resampling techniques are commonly used to derive point estimates of the performances which are compared to identify algorithms with good properties.(...)

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Year of publication:	2003-11-01
Authors:	Hothorn, Torsten ; Leisch, Friedrich ; Zeileis, Achim ; Hornik, Kurt
Publisher:	Wirtschaftsuniversität <Wien>
Subject:	Modell \| Vergleich \| Benchmark \| Bootstrap-Statistik

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Extent:	649216 bytes 26 p. application/pdf
Series:	Universitätsbbliothek Wien - Adaptive Information Systems and Modelling in Economics and Management Science - Working Papers Arbeitspapier / Wirtschaftsuniversität Wien, Adaptive Information Systems and Modelling in Economics and Management Science - Report Series ; 2003, 82
Type of publication:	Book / Working Paper
Language:	English
Classification:	Operations research. Other aspects ; Statistical Methods ; Individual Working Papers, Preprints ; Individual Reports, Studies ; No country specification
Source:	USB Cologne (business full texts)

Persistent link: https://www.econbiz.de/10005844716