All functions

BaselearnerCustom

Create custom base-learner factory by using R functions.

BaselearnerCustomCpp

Create custom cpp base-learner factory by using cpp functions and external pointer.

BaselearnerPSpline

Base-learner factory to do non-parametric B or P-spline regression

BaselearnerPolynomial

Base-learner factory to make polynomial regression

BlearnerFactoryList

Base-learner factory list to define the set of base-learners

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

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

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