RemixAutoML (version 0.5.4)

AutoHierarchicalFourier: AutoHierarchicalFourier

Description

AutoHierarchicalFourier reverses the difference

Usage

AutoHierarchicalFourier(
  datax = data,
  xRegs = names(XREGS),
  FourierTermS = FourierTerms,
  TimeUniT = TimeUnit,
  FC_PeriodS = FC_Periods,
  TargetColumN = TargetColumn,
  DateColumN = DateColumnName,
  HierarchGroups = NULL,
  IndependentGroups = NULL
)

Arguments

datax

data

xRegs

The XREGS

FourierTermS

Number of fourier pairs

TimeUniT

Time unit

FC_PeriodS

Number of forecast periods

TargetColumN

Target column name

DateColumN

Date column name

HierarchGroups

Character vector of categorical columns to fully interact

IndependentGroups

Character vector of categorical columns to run independently

See Also

Other Feature Engineering: AutoDataPartition(), AutoDiffLagN(), AutoInteraction(), AutoLagRollStatsScoring(), AutoLagRollStats(), AutoTransformationCreate(), AutoTransformationScore(), AutoWord2VecModeler(), AutoWord2VecScoring(), CategoricalEncoding(), CreateCalendarVariables(), CreateHolidayVariables(), DummifyDT(), H2OAutoencoderScoring(), H2OAutoencoder(), ModelDataPrep(), TimeSeriesFill()