PipeOpAmelia {NADIA}R Documentation

PipeOpAmelia

Description

Implements EMB methods as mlr3 pipeline more about Amelia autotune_Amelia or https://cran.r-project.org/package=Amelia

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 -> Amelia_imputation

Methods

Public methods

Inherited methods

Method new()

Usage
PipeOpAmelia$new(
  id = "impute_Amelia_B",
  polytime = NULL,
  splinetime = NULL,
  intercs = FALSE,
  empir = NULL,
  m = 3,
  parallel = TRUE,
  out_file = NULL
)

Method clone()

The objects of this class are cloneable with this method.

Usage
PipeOpAmelia$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.

Examples



# Using debug learner for example purpose

  graph <- PipeOpAmelia$new() %>>% LearnerClassifDebug$new()
  graph_learner <- GraphLearner$new(graph)

  graph_learner$param_set$values$impute_Amelia_B.parallel <- FALSE


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


[Package NADIA version 0.4.2 Index]