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Testing differences in predictive ability: A tutorial.

Authors :
Fearn, Tom
Source :
Journal of Chemometrics. Aug2024, Vol. 38 Issue 8, p1-9. 9p.
Publication Year :
2024

Abstract

This paper describes some statistical tests for comparing the predictive performance of two or more prediction rules. It covers the cases of both quantitative and qualitative predictions, that is, both regression and classification problems. Worked examples are included for both cases. This paper describes some statistical tests for comparing the predictive performance of two or more prediction rules. It covers the cases of both quantitative and qualitative predictions, that is, both regression and classification problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08869383
Volume :
38
Issue :
8
Database :
Academic Search Index
Journal :
Journal of Chemometrics
Publication Type :
Academic Journal
Accession number :
178853805
Full Text :
https://doi.org/10.1002/cem.3549