Package index

Package

mlr3forecast mlr3forecast-package

mlr3forecast: Extending 'mlr3' to Time Series Forecasting

Learners

LearnerFcst

Forecast Learner

ForecastLearner

Forecast Learner

ForecastLearnerManual

Forecast Learner

mlr_learners_fcst.adam LearnerFcstAdam

ADAM Forecast Learner

mlr_learners_fcst.arfima LearnerFcstArfima

ARFIMA Forecast Learner

mlr_learners_fcst.arima LearnerFcstArima

ARIMA Forecast Learner

mlr_learners_fcst.auto_adam LearnerFcstAutoAdam

Auto ADAM Forecast Learner

mlr_learners_fcst.auto_arima LearnerFcstAutoArima

Auto ARIMA Forecast Learner

mlr_learners_fcst.auto_ces LearnerFcstAutoCes

Auto CES Forecast Learner

mlr_learners_fcst.bats LearnerFcstBats

BATS Forecast Learner

mlr_learners_fcst.ces LearnerFcstCes

CES Forecast Learner

mlr_learners_fcst.ets LearnerFcstEts

ETS Forecast Learner

mlr_learners_fcst.nnetar LearnerFcstNnetar

Neural Network Forecast Learner

mlr_learners_fcst.tbats LearnerFcstTbats

TBATS Forecast Learner

Tasks

TaskFcst

Forecast Task

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

mlr_tasks_lynx

Annual Canadian Lynx Trappings Forecast Task

mlr_tasks_usaccdeaths

Accidental Deaths in the US Forecast Task

Measures

mlr_measures_fcst.mda MeasureMDA

Mean Directional Accuracy

mlr_measures_fcst.mdpv MeasureMDPV

Mean Directional Percentage Value

mlr_measures_fcst.mdv MeasureMDV

Mean Directional Value

Resampling Strategies

mlr_resamplings_fcst.cv ResamplingFcstCV

Forecast Cross-Validation Resampling

mlr_resamplings_fcst.holdout ResamplingFcstHoldout

Forecast Holdout Resampling

Pipeline Operators

mlr_pipeops_fcst.lags PipeOpFcstLags

Creat Lags of Target Variable

Helper

as_task_fcst() as_tasks_fcst()

Convert to a Forecast Task

autoplot(<TaskFcst>)

Plot for Forecast Tasks

generate_newdata()

Generate new data for a forecast task

read_tsf()

Read tsf files

download_zenodo_record()

Download tsf file from Zenodo