All functions

basehaz.gbm()

Baseline hazard function

calibrate.plot()

Calibration plot

guessDist() getCVgroup() getStratify() checkMissing() checkWeights() checkID() checkOffset() getVarNames() gbmCluster()

gbm internal functions

gbm-package

Generalized Boosted Regression Models (GBMs)

gbm()

Generalized Boosted Regression Modeling (GBM)

gbm.fit()

Generalized Boosted Regression Modeling (GBM)

gbm.more()

Generalized Boosted Regression Modeling (GBM)

gbm.object

Generalized Boosted Regression Model Object

gbm.perf()

GBM performance

gbm.roc.area() gbm.conc() ir.measure.conc() ir.measure.auc() ir.measure.mrr() ir.measure.map() ir.measure.ndcg() perf.pairwise()

Compute Information Retrieval measures.

gbmCrossVal() gbmCrossValErr() gbmCrossValPredictions() gbmCrossValModelBuild() gbmDoFold()

Cross-validate a gbm

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>) show.gbm()

Print model summary

quantile(<rug>)

Quantile rug plot

reconstructGBMdata()

Reconstruct a GBM's Source Data

relative.influence() permutation.test.gbm() gbm.loss()

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

test.gbm()

Test the gbm package.