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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| Autor principal: | |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Institute of Fundamental Technological Research Polish Academy of Sciences
2017-12-01
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| coleção: | Computer Assisted Methods in Engineering and Science |
| Assuntos: | |
| Acesso em linha: | https://cames.ippt.pan.pl/index.php/cames/article/view/206 |
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