Gradient Boosting

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Documentation for package ‘bst’ version 0.3-24

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

balanced.folds	Internal Function
bst	Boosting for Classification and Regression
bst.sel	Function to select number of predictors
bst_control	Control Parameters for Boosting
coef.bst	Boosting for Classification and Regression
cv.bst	Cross-Validation for Boosting
cv.mada	Cross-Validation for one-vs-all AdaBoost with multi-class problem
cv.mbst	Cross-Validation for Multi-class Boosting
cv.mhingebst	Cross-Validation for Multi-class Hinge Boosting
cv.mhingeova	Cross-Validation for one-vs-all HingeBoost with multi-class problem
cv.rbst	Cross-Validation for Nonconvex Loss Boosting
cv.rmbst	Cross-Validation for Nonconvex Multi-class Loss Boosting
cvfolds	Internal Function
error.bars	Internal Function
ex1data	Generating Three-class Data with 50 Predictors
fpartial.bst	Boosting for Classification and Regression
fpartial.mbst	Boosting for Multi-Classification
fpartial.mhingebst	Boosting for Multi-class Classification
gaussloss	Internal Function
gaussngra	Internal Function
gradient	Internal Function
hingeloss	Internal Function
hingengra	Internal Function
loss	Internal Function
loss.mbst	Internal Function
loss.mhingebst	Internal Function
mada	Multi-class AdaBoost
mbst	Boosting for Multi-Classification
mbst_fit	Internal Function
mhingebst	Boosting for Multi-class Classification
mhingebst_fit	Internal Function
mhingeova	Multi-class HingeBoost
ngradient	Internal Function
nsel	Find Number of Variables In Multi-class Boosting Iterations
permute.rows	Internal Function
plot.bst	Boosting for Classification and Regression
plotCVbst	Internal Function
predict.bst	Boosting for Classification and Regression
predict.mbst	Boosting for Multi-Classification
predict.mhingebst	Boosting for Multi-class Classification
print.bst	Boosting for Classification and Regression
print.mbst	Boosting for Multi-Classification
print.mhingebst	Boosting for Multi-class Classification
print.mhingeova	Multi-class HingeBoost
rbst	Robust Boosting for Robust Loss Functions
rbstpath	Robust Boosting Path for Nonconvex Loss Functions
rmbst	Robust Boosting for Multi-class Robust Loss Functions