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gbm (version 1.1-1)

Generalized Boosted Regression Models

Description

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

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Install

install.packages('gbm')

Monthly Downloads

26,278

Version

1.1-1

License

GPL (version 2 or newer)

Maintainer

Last Published

December 1st, 2003

Functions in gbm (1.1-1)