2006 GeneralizedBoostedRegressionMod

• (Ridgeway, 2006) ⇒ Greg Ridgeway. (2006). “Generalized Boosted Regression Models."

Subject Headings: Generalized Boosted Regression, GBM R Package.

Cited By

• http://scholar.google.com/scholar?q=%22Generalized+boosted+regression+models%22+2006

Quotes

Abstract

This package implements extensions to Freund and Schapire’s AdaBoost algorithm and Friedman’s gradient boosting machine. Includes regression methods for least squares, absolute loss, quantile regression, logistic, Poisson, Cox proportional hazards partial likelihood, and AdaBoost exponential loss.

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References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2006 GeneralizedBoostedRegressionMod	Greg Ridgeway			Generalized Boosted Regression Models						2006