Domain-Based Benchmark Experiments: Exploratory and Inferential Analysis

Benchmark experiments are the method of choice to compare learning algorithms empirically. For collections of data sets, the empirical performance distributions of a set of learning algorithms are estimated, compared, and ordered. Usually this is done for each data set separately. The present manus...

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Bibliographic Details
Main Authors: Manuel J. A. Eugster, Torsten Hothorn, Friedrich Leisch
Format: Article
Language:English
Published: Austrian Statistical Society 2016-02-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/185