2006 GeneralizedBoostedRegressionMod
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- (Ridgeway, 2006) ⇒ Greg Ridgeway. (2006). “Generalized Boosted Regression Models."
Subject Headings: Generalized Boosted Regression, GBM R Package.
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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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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2006 GeneralizedBoostedRegressionMod | Greg Ridgeway | Generalized Boosted Regression Models | 2006 |