Boosting the Margin

Robert E. Schapire, Y. F., Bartlett, P., & Lee, W. S. (1998). Boosting the Margin: A New Explanation for the Effectiveness of Voting Methods. Annals of Statistics, 26(5).

Type

Journal article

Intellectual base

Primary research

Year

1998

Link

https://www.schapire.net/publist.html

Cited by

1 citation across 1 artifact.

Domain-specific

• AdaBoost
  • Margin analysis helps explain strong generalization in many regimes, but it does not erase data quality, capacity, stopping, or distribution-shift risks.

Verification

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Registry ID ref:6ce750b5b8a2 · see in the full table