All functions

BaselearnerCustom

Create custom baselearner factory by using R functions. 
BaselearnerCustomCpp

Create custom cpp baselearner factory by using cpp functions and external
pointer. 
BaselearnerPSpline

Baselearner factory to do nonparametric B or Pspline regression 
BaselearnerPolynomial

Baselearner factory to make polynomial regression 
BlearnerFactoryList

Baselearner factory list to define the set of baselearners 
Compboost

Compboost API 
Compboost_internal

Main Compboost Class 
InMemoryData

In memory data class to store data in RAM 
LoggerInbagRisk

Logger class to log the inbag risk 
LoggerIteration

Logger class to log the current iteration 
LoggerList

Logger list class to collect all loggers 
LoggerOobRisk

Logger class to log the out of bag risk 
LoggerTime

Logger class to log the elapsed time 
LossAbsolute

Absolute loss for regression tasks. 
LossBinomial

01 Loss for binary classification derived of the binomial distribution 
LossCustom

Create LossCustom by using R functions. 
LossCustomCpp

Create custom cpp losses by using cpp functions and external pointer. 
LossQuadratic

Quadratic loss for regression tasks. 
OptimizerCoordinateDescent

Coordinate Descent 
OptimizerCoordinateDescentLineSearch

Coordinate Descent with line search 
ResponseBinaryClassif

Create response object for binary classification. 
ResponseRegr

Create response object for regression. 
boostLinear()

Wrapper to boost linear models for each feature. 
boostSplines()

Wrapper to boost general additive models for each feature. 
getCustomCppExample()

Get C++ example script to define a custom cpp logger 