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Machine Learning avec Scikit-Learn
book

Machine Learning avec Scikit-Learn

by Aurélien Géron
November 2019
Intermediate to advanced
320 pages
13h 35m
French
Dunod
Content preview from Machine Learning avec Scikit-Learn
Apprentissage
d’ensemble et forêts
aléatoires
7
Imaginons que vous posiez une question complexe à des milliers de personnes choi-
sies au hasard, et que vous combiniez leurs réponses. Souvent, vous découvrirez que la
synthèse de ces réponses est meilleure que celle d’un expert. C’est ce qu’on appelle la
sagesse des foules (ou intelligence collective). De la même façon, si vous agrégez les pré-
dictions d’un groupe de prédicteurs (tels que des classicateurs ou régresseurs), vous
obtiendrez souvent une meilleure prédiction qu’avec le meilleur des prédicteurs pris
individuellement. Un groupe de prédicteurs constitue un ensemble, et par conséquent ...
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Publisher Resources

ISBN: 9782100797820