RemixAutoML (version 0.5.0)

ID_TrainingDataGenerator: ID_TrainingDataGenerator

Description

ID_TrainingDataGenerator for subsetting data for the IntermittentDemandBootStrapper() function.

Usage

ID_TrainingDataGenerator(
  data,
  Type = "timetoevent1",
  TargetVariableName = NULL,
  Level = NULL,
  DateVariableName = NULL,
  GroupingVariables = NULL,
  RandomStartDate = NULL,
  TimeUnit = NULL,
  TargetWindow = NULL
)

Arguments

data

Source data

Type

"timetoevent1", "eventinwindow1"

TargetVariableName

Name of the variables to run feature engineering on. List the actual target variable name first.

Level

The individual level of your group variable

DateVariableName

Name of your date variable

GroupingVariables

Your grouping variables

RandomStartDate

The date to partition the data

TimeUnit

This is the TimeUnit you selected for aggregation

TargetWindow

The length of the target window sampled

Value

Returns two data sets for the IntermittentDemandBootStrapper() function based on a single level from the grouping variables.

See Also

Other Feature Engineering Helper: AutoFourierFeatures(), ID_BuildTrainDataSets(), ID_MetadataGenerator(), ID_TrainingDataGenerator2()