gbm-package |
Generalized Boosted Regression Models (GBMs) |
basehaz.gbm |
Baseline hazard function |
calibrate.plot |
Calibration plot |
checkID |
gbm internal functions |
checkMissing |
gbm internal functions |
checkOffset |
gbm internal functions |
checkWeights |
gbm internal functions |
gbm |
Generalized Boosted Regression Modeling (GBM) |
gbm.conc |
Compute Information Retrieval measures. |
gbm.fit |
Generalized Boosted Regression Modeling (GBM) |
gbm.loss |
Methods for estimating relative influence |
gbm.more |
Generalized Boosted Regression Modeling (GBM) |
gbm.object |
Generalized Boosted Regression Model Object |
gbm.perf |
GBM performance |
gbm.roc.area |
Compute Information Retrieval measures. |
gbmCluster |
gbm internal functions |
gbmCrossVal |
Cross-validate a gbm |
gbmCrossValErr |
Cross-validate a gbm |
gbmCrossValModelBuild |
Cross-validate a gbm |
gbmCrossValPredictions |
Cross-validate a gbm |
gbmDoFold |
Cross-validate a gbm |
getCVgroup |
gbm internal functions |
getStratify |
gbm internal functions |
getVarNames |
gbm internal functions |
guessDist |
gbm internal functions |
interact.gbm |
Estimate the strength of interaction effects |
ir.measure.auc |
Compute Information Retrieval measures. |
ir.measure.conc |
Compute Information Retrieval measures. |
ir.measure.map |
Compute Information Retrieval measures. |
ir.measure.mrr |
Compute Information Retrieval measures. |
ir.measure.ndcg |
Compute Information Retrieval measures. |
perf.pairwise |
Compute Information Retrieval measures. |
permutation.test.gbm |
Methods for estimating relative influence |
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 |
show.gbm |
Print model summary |
summary.gbm |
Summary of a gbm object |
test.gbm |
Test the 'gbm' package. |
test.relative.influence |
Test the 'gbm' package. |
validate.gbm |
Test the 'gbm' package. |