Bagging predictors.¶
Breiman, L. (1996). Bagging predictors. Machine Learning, 24(2), 123-140.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Aggregation
- The aggregation schema recurs across domains, and methods often transfer cleanly even when tradeoffs must be rethought; ensemble averaging in machine learning, for example, was explicitly imported from the statistical aggregation tradition by Breiman (1996) when introducing bagging predictors.
This sourceIntroduces bootstrap aggregation (bagging) as a transfer of statistical aggregation into ensemble ML; directly supports the claim that ensemble averaging was explicitly imported from the statistical aggregation tradition.
- The aggregation schema recurs across domains, and methods often transfer cleanly even when tradeoffs must be rethought; ensemble averaging in machine learning, for example, was explicitly imported from the statistical aggregation tradition by Breiman (1996) when introducing bagging predictors.
Verification¶
This reference passed the adversarial substantiation pipeline: it was checked to exist and to support the claim it is attached to. See how references were verified.
Registry ID ref:361b51fd2fd8 · see in the full table