gaussloss

gaussngra

hingeloss

hingengra

loss

gradient

ngradient

plotCVbst

cvfolds

error.bars

loss.mhingebst

loss.mbst

mhingebst_fit

mbst_fit

balanced.folds

permute.rows

Functional gradient descent algorithm for a variety of convex and non-convex loss functions, for both classical and robust regression and classification problems. See Wang (2011) <doi:10.2202/1557-4679.1304>, Wang (2012) <doi:10.3414/ME11-02-0020>, Wang (2018) <doi:10.1080/10618600.2018.1424635>, Wang (2018) <doi:10.1214/18-EJS1404>.

Zhu Wang

Gradient Boosting

Torsten Hothorn

loss function

Internal Function — loss

Internal Function

loss: Internal Function

Description

Arguments