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...

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Bibliographic Details
Main Authors: Hothorn, Torsten, Leisch, Friedrich, Zeileis, Achim, Hornik, Kurt
Format: Others
Language:en
Published: SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business 2003
Subjects:
Online Access:http://epub.wu.ac.at/758/1/document.pdf