RemixAutoML (version 0.2.8)

ParallelAutoArfima: ParallelAutoArfima

Description

ParallelAutoArfima to run the 4 data sets at once

Usage

ParallelAutoArfima(
  Output,
  MetricSelection = "MAE",
  TrainValidateShare = c(0.5, 0.5)
)

Arguments

Output

The output returned from TimeSeriesDataPrepare()

MetricSelection

Choose from MAE, MSE, and MAPE

TrainValidateShare

The value returned from TimeSeriesPrepare()

Value

Time series data sets to pass onto auto modeling functions

See Also

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

Examples

# NOT RUN {
ParallelAutoArfima(
  MetricSelection = "MAE",
  Output = NULL,
  TrainValidateShare = c(0.50,0.50))
# }