arXiv Open Access 2009

A more robust boosting algorithm

Yoav Freund

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Abstrak

We present a new boosting algorithm, motivated by the large margins theory for boosting. We give experimental evidence that the new algorithm is significantly more robust against label noise than existing boosting algorithm.

Topik & Kata Kunci

stat.ML

Penulis (1)

Yoav Freund

Format Sitasi

APA MLA BibTeX

Freund, Y. (2009). A more robust boosting algorithm. https://arxiv.org/abs/0905.2138

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Informasi Jurnal

Tahun Terbit: 2009
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓