RemixAutoML (version 0.5.0)

DifferenceData: DifferenceData

Description

DifferenceData differences your data set

Usage

DifferenceData(
  data,
  ColumnsToDiff = c(names(data)[2:ncol(data)]),
  CARMA = FALSE,
  TargetVariable = NULL,
  GroupingVariable = NULL
)

Arguments

data

Source data

ColumnsToDiff

The column numbers you want differenced

CARMA

Set to TRUE for CARMA functions

TargetVariable

The target variable name

GroupingVariable

Difference data by group

See Also

Other Feature Engineering: AutoDataPartition(), AutoDiffLagN(), AutoHierarchicalFourier(), AutoInteraction(), AutoLagRollStatsScoring(), AutoLagRollStats(), AutoTransformationCreate(), AutoTransformationScore(), AutoWord2VecModeler(), AutoWord2VecScoring(), ContinuousTimeDataGenerator(), CreateCalendarVariables(), CreateHolidayVariables(), DT_GDL_Feature_Engineering(), DifferenceDataReverse(), DummifyDT(), H2OAutoencoderScoring(), H2OAutoencoder(), ModelDataPrep(), Partial_DT_GDL_Feature_Engineering(), TimeSeriesFill()