mlr3learners (version 0.1.5)

LearnerRegrXgboost: Extreme Gradient Boosting Regression Learner

Description

eXtreme Gradient Boosting regression. Calls xgboost::xgb.train() from package xgboost.

Format

R6::R6Class() inheriting from mlr3::LearnerRegr.

Construction

LearnerRegrXgboost$new()
mlr3::mlr_learners$get("regr.xgboost")
mlr3::lrn("regr.xgboost")

References

mlr3learnerschen_2016

See Also

Dictionary of Learners: mlr3::mlr_learners

Examples

# NOT RUN {
learner = mlr3::lrn("regr.xgboost")
print(learner)

# available parameters:
learner$param_set$ids()
# }