Nonparametric statistical analysis for multiple comparison of machine learning regression algorithms

In the paper we present some guidelines for the application of nonparametric statistical tests and post-hoc procedures devised to perform multiple comparisons of machine learning algorithms. We emphasize that it is necessary to distinguish between pairwise and multiple comparison tests. We show that...

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Veröffentlicht in:	International journal of applied mathematics and computer science 2012-12, Vol.22 (4), p.867-881
Hauptverfasser:	Trawiński, Bogdan, Smętek, Magdalena, Telec, Zbigniew, Lasota, Tadeusz
Format:	Artikel
Sprache:	eng
Schlagworte:	machine learning multiple comparison tests neural networks nonparametric statistical tests statistical regression
Online-Zugang:	Volltext
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