mlr3learners (version 0.1.5)

LearnerClassifGlmnet: GLM with Elastic Net Regularization Classification Learner

Description

Generalized linear models with elastic net regularization. Calls glmnet::cv.glmnet() from package glmnet.

Format

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

Construction

LearnerClassifGlmnet$new()
mlr3::mlr_learners$get("classif.glmnet")
mlr3::lrn("classif.glmnet")

References

mlr3learnersfriedman_2010

See Also

Dictionary of Learners: mlr3::mlr_learners

Examples

# NOT RUN {
learner = mlr3::lrn("classif.glmnet")
print(learner)

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