C++ Implementation of Component-Wise Boosting

Documentation for package ‘compboost’ version 0.1.0

BaselearnerCustom	Create custom base-learner factory by using R functions.
BaselearnerCustomCpp	Create custom cpp base-learner factory by using cpp functions and external pointer.
BaselearnerPolynomial	Base-learner factory to make polynomial regression
BaselearnerPSpline	Base-learner factory to do non-parametric B or P-spline regression
BlearnerFactoryList	Base-learner factory list to define the set of base-learners
boostLinear	Wrapper to boost linear models for each feature.
boostSplines	Wrapper to boost p spline models for each feature.
Compboost	Compboost API
Compboost_internal	Main Compboost Class
getCustomCppExample	Get example C++ script to define a custom cpp logger
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	0-1 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	Greedy Optimizer