gbm: Generalized Boosted Regression Models

> library(gbm)
Loading required package: survival
Loading required package: lattice
Loading required package: splines
Loading required package: parallel
Loaded gbm 2.1.1

バージョン: 2.1.1

関数名 概略
basehaz.gbm Baseline hazard function
calibrate.plot Calibration plot
gbm Generalized Boosted Regression Modeling
gbm-package Generalized Boosted Regression Models
gbm.object Generalized Boosted Regression Model Object
gbm.perf GBM performance
gbm.roc.area Compute Information Retrieval measures.
gbmCrossVal Cross-validate a gbm
guessDist gbm internal functions
interact.gbm Estimate the strength of interaction effects
plot.gbm Marginal plots of fitted gbm objects
predict.gbm Predict method for GBM Model Fits
pretty.gbm.tree Print gbm tree components
print.gbm Print model summary
quantile.rug Quantile rug plot
reconstructGBMdata Reconstruct a GBM's Source Data
relative.influence Methods for estimating relative influence
shrink.gbm L1 shrinkage of the predictor variables in a GBM
shrink.gbm.pred Predictions from a shrunked GBM
summary.gbm Summary of a gbm object
validate.gbm Test the 'gbm' package.