ML Anthology

An Adaptive Version of the Boost by Majority Algorithm

Yoav Freund
COLT 1999 pp. 102-113
doi:10.1145/307400.307419 /colt/1999/freund1999colt-adaptive/

Abstract

We propose a new boosting algorithm. This boosting algorithm is an adaptive version of the boost by majority algorithm and combines bounded goals of the boost by majority algorithm with the adaptivity of AdaBoost.

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Text

Freund. "An Adaptive Version of the Boost by Majority Algorithm." Annual Conference on Computational Learning Theory, 1999. doi:10.1145/307400.307419

Markdown

[Freund. "An Adaptive Version of the Boost by Majority Algorithm." Annual Conference on Computational Learning Theory, 1999.](https://mlanthology.org/colt/1999/freund1999colt-adaptive/) doi:10.1145/307400.307419

BibTeX

@inproceedings{freund1999colt-adaptive,
  title     = {{An Adaptive Version of the Boost by Majority Algorithm}},
  author    = {Freund, Yoav},
  booktitle = {Annual Conference on Computational Learning Theory},
  year      = {1999},
  pages     = {102-113},
  doi       = {10.1145/307400.307419},
  url       = {https://mlanthology.org/colt/1999/freund1999colt-adaptive/}
}