PipeOpVIM_HD {NADIA}R Documentation

PipeOpVIM_HD

Description

Implements Hot Deck methods as mlr3 pipeline more about VIM_HD autotune_VIM_hotdeck

Input and Output Channels

Input and output channels are inherited from PipeOpImpute.

Parameters

The parameters include inherited from ['PipeOpImpute'], as well as:

Super classes

mlr3pipelines::PipeOp -> mlr3pipelines::PipeOpImpute -> VIM_HD_imputation

Methods

Public methods

Inherited methods

Method new()

Usage
PipeOpVIM_HD$new(id = "impute_VIM_HD_B", out_file = NULL)

Method clone()

The objects of this class are cloneable with this method.

Usage
PipeOpVIM_HD$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.

Examples

{
  graph <- PipeOpVIM_HD$new() %>>% mlr3learners::LearnerClassifGlmnet$new()
  graph_learner <- GraphLearner$new(graph)

  # Task with NA

  resample(tsk("pima"), graph_learner, rsmp("cv", folds = 3))
}

[Package NADIA version 0.4.2 Index]