Dictionary

This Learner can be instantiated via the dictionary mlr_learners or with the associated sugar function lrn():

mlr_learners$get("surv.akritas")
lrn("surv.akritas")

Traits

  • Packages: survivalmodels, distr6

  • Predict Types: crank, distr

  • Feature Types: logical, integer, character, numeric, factor

  • Properties:

References

Akritas, M. G. (1994). Nearest Neighbor Estimation of a Bivariate Distribution Under Random Censoring. Ann. Statist., 22(3), 1299–1327. doi: 10.1214/aos/1176325630

See also

Author

RaphaelS1

Super classes

mlr3::Learner -> mlr3proba::LearnerSurv -> LearnerSurvAkritas

Methods

Public methods

Inherited methods

Method new()

Creates a new instance of this R6 class.

Usage

LearnerSurvAkritas$new()


Method clone()

The objects of this class are cloneable with this method.

Usage

LearnerSurvAkritas$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

# stop example failing with warning if package not installed learner = suppressWarnings(mlr3::lrn("surv.akritas")) print(learner)
#> <LearnerSurvAkritas:surv.akritas> #> * Model: - #> * Parameters: list() #> * Packages: survivalmodels, distr6 #> * Predict Type: crank #> * Feature types: logical, integer, character, numeric, factor #> * Properties: -
# available parameters: learner$param_set$ids()
#> [1] "lambda" "reverse"