Package index • mlr3forecast

All functions

ForecastLearner: Forecast Learner

ForecastRecursiveLearner: Forecast Learner

LearnerFcst: Forecast Learner

LearnerFcstForecast: Abstract class for forecast package learner

MeasureMDA: Mean Directional Accuracy

MeasureMDPV: Mean Directional Percentage Value

MeasureMDV: Mean Directional Value

TaskFcst: Forecast Task

as_task_fcst(): Convert to a Forecast Task

generate_newdata(): Generate new data for a forecast task

mlr3forecast mlr3forecast-package: mlr3forecast: Extending 'mlr3' to Time Series Forecasting

mlr_learners_fcst.arfima LearnerFcstArfima: ARFIMA

mlr_learners_fcst.arima LearnerFcstArima: ARIMA

mlr_learners_fcst.auto_arima LearnerFcstAutoArima: Auto ARIMA

mlr_learners_fcst.bats LearnerFcstBats: BATS

mlr_learners_fcst.ets LearnerFcstEts: ETS

mlr_learners_fcst.tbats LearnerFcstTbats: TBATS

mlr_pipeops_fcst.lag PipeOpFcstLag: Creat Lags of Target Variable

mlr_resamplings_forecast_cv ResamplingFcstCV: Forecast Cross-Validation Resampling

mlr_resamplings_forecast_holdout ResamplingFcstHoldout: Forecast Holdout Resampling

mlr_tasks_airpassengers: Air Passengers Forecast Task

mlr_tasks_electricity: Daily electricity demand for Victoria, Australia Forecast Task

mlr_tasks_livestock: Australian Livestock Slaughter Forecast Task