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Critères de qualité d'un classifieur généraliste

Archive ouverte | Ducharme, Gilles R. | CCSD

This paper considers the problem of choosing a good classifier. For each problem there exist an optimal classifier, but none are optimal, regarding the error rate, in all cases. Because there exists a large number of classifiers, ...

Tree based diagnostic procedures following a smooth test of goodness-of-fit

Archive ouverte | Ducharme, Gilles R. | CCSD

International audience. This paper introduces a statistical procedure, to be applied after a goodness-of-fit test has rejected a null model, that provides diagnostic information to help the user decide on a better m...

Smooths Tests of Goodness-of-fit for the Newcomb-Benford distribution

Archive ouverte | Ducharme, Gilles R. | CCSD

The Newcomb-Benford probability distribution is becoming very popular in many areas using statistics, notably in fraud detection. In such contexts, it is important to be able to determine if a data set arises from this distributio...

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