Creates list of settings specifying what parts of runPlp to execute

Creates list of settings specifying what parts of runPlp to execute

Usage

createExecuteSettings(
  runSplitData = FALSE,
  runSampleData = FALSE,
  runFeatureEngineering = FALSE,
  runPreprocessData = FALSE,
  runModelDevelopment = FALSE,
  runCovariateSummary = FALSE
)

Arguments

runSplitData

TRUE or FALSE whether to split data into train/test

runSampleData

TRUE or FALSE whether to over or under sample

runFeatureEngineering

TRUE or FALSE whether to do feature engineering

runPreprocessData

TRUE or FALSE whether to do preprocessing

runModelDevelopment

TRUE or FALSE whether to develop the model

runCovariateSummary

TRUE or FALSE whether to create covariate summary

Value

list with TRUE/FALSE for each part of runPlp

Details

define what parts of runPlp to execute

Examples

# create settings with only split and model development
createExecuteSettings(runSplitData = TRUE, runModelDevelopment = TRUE) 
#> $runSplitData
#> [1] TRUE
#> 
#> $runSampleData
#> [1] FALSE
#> 
#> $runFeatureEngineering
#> [1] FALSE
#> 
#> $runPreprocessData
#> [1] FALSE
#> 
#> $runModelDevelopment
#> [1] TRUE
#> 
#> $runCovariateSummary
#> [1] FALSE
#> 
#> attr(,"class")
#> [1] "executeSettings"