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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...

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Detaylı Bibliyografya
Yazar: Michał Bereta
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Institute of Fundamental Technological Research Polish Academy of Sciences 2017-12-01
Seri Bilgileri:Computer Assisted Methods in Engineering and Science
Konular:
Online Erişim:https://cames.ippt.pan.pl/index.php/cames/article/view/206
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