Stochastic gradient boosting

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Summary

It is shown that both the approximation accuracy and execution speed of gradient boosting can be substantially improved by incorporating randomization into the procedure.

Type
article
Published
2002-02-28
Cited by
6,679
References
5

Keywords

Gradient boosting, Parameterized complexity, Mathematics, Robustness (evolution), Boosting (machine learning)

References

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