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A more robust boosting algorithm

Year: 2009

Type: preprint

Abstract: 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.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.0905.2138

Author: Freund, Yoav

Language: English

Topic: Machine Learning and Data Classification

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W1662713651

Cites: 14

Cited by: 90

Related to: 10