BaselearnerCustom | Create custom base-learner factory by using R functions. |
BaselearnerCustomCpp | Create custom cpp base-learner factory by using cpp functions... |
BaselearnerPolynomial | Base-learner factory to make polynomial regression |
BaselearnerPSpline | Base-learner factory to do non-parametric B or P-spline... |
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... |
LossCustom | Create LossCustom by using R functions. |
LossCustomCpp | Create custom cpp losses by using cpp functions and external... |
LossQuadratic | Quadratic loss for regression tasks. |
OptimizerCoordinateDescent | Greedy Optimizer |
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