RemixAutoML (version 0.5.0)

GenerateParameterGrids: GenerateParameterGrids

Description

GenerateParameterGrids creates and stores model results in Experiment Grid

Usage

GenerateParameterGrids(
  Model = NULL,
  test = NULL,
  MinVal = NULL,
  DataSetName = NULL,
  SeasonalDifferences = NULL,
  SeasonalMovingAverages = NULL,
  SeasonalLags = NULL,
  MaxFourierTerms = NULL,
  Differences = NULL,
  MovingAverages = NULL,
  Lags = NULL
)

Arguments

Model

'arima', 'ets', 'tbats', 'nnet', 'arfima', 'tslm', 'dshw'

test

validation data

MinVal

Minimum value of time series

DataSetName

Passthrough

SeasonalDifferences

Passthrough

SeasonalMovingAverages

Passthrough

SeasonalLags

Passthrough

MaxFourierTerms

Passthrough

Differences

Passthrough

MovingAverages

Passthrough

Lags

Passthrough

See Also

Other Time Series Helper: FinalBuildArfima(), FinalBuildArima(), FinalBuildETS(), FinalBuildNNET(), FinalBuildTBATS(), FinalBuildTSLM(), OptimizeArfima(), OptimizeArima(), OptimizeETS(), OptimizeNNET(), OptimizeTBATS(), OptimizeTSLM(), ParallelAutoARIMA(), ParallelAutoArfima(), ParallelAutoETS(), ParallelAutoNNET(), ParallelAutoTBATS(), ParallelAutoTSLM(), PredictArima(), RL_Performance(), Regular_Performance(), StackedTimeSeriesEnsembleForecast(), TimeSeriesDataPrepare(), WideTimeSeriesEnsembleForecast()