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Entropy-based regularization of AdaBoost

In this study, we introduce an entropy-based method to regularize the AdaBoost algorithm. The AdaBoost algorithm is a well-known algorithm used to create aggregated classifiers. In many real-world classification problems in addition to paying special attention classification accuracy of the final c...

Бүрэн тодорхойлолт

-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолч: Michał Bereta
Формат: Artigo
Хэл сонгох:Inglês
Хэвлэсэн: Institute of Fundamental Technological Research Polish Academy of Sciences 2017-12-01
Цуврал:Computer Assisted Methods in Engineering and Science
Нөхцлүүд:
Онлайн хандалт:https://cames.ippt.pan.pl/index.php/cames/article/view/206
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