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gbm (version 0.7-1)

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

28,906

Version

0.7-1

License

GPL (version 2 or newer)

Maintainer

Last Published

March 10th, 2003

Functions in gbm (0.7-1)