All functions

DataBackendLong

DataBackend for timeseries in long-format

LearnerForecast

LearnerForecast

MeasureForecast

Forecast Measure

PredictionForecast

Prediction Object for Forecasting

TaskForecast

Forecasting Task

TaskRegrForecast

Forecasting Regression Task

autoplot(<TaskForecast>)

Plot for Forecast Tasks

mlr_learners_regr.VAR LearnerRegrForecastVAR

Vector Autoregression Forecast Learner

mlr_learners_regr.arima LearnerRegrForecastArima

Arima Forecast Learner

mlr_learners_regr.auto_arima LearnerRegrForecastAutoArima

Auto.Arima Forecast Learner

mlr_learners_regr.average LearnerRegrForecastAverage

Average Forecast Learner

mlr_measures_forecast.mae MeasureForecastMAE

Mean Absolute Error Measure

mlr_measures_forecast.mape MeasureForecastMAPE

Mean Absolute Percentage Error Measure

mlr_measures_forecast.mse MeasureForecastMSE

Mean Squared Error Measure

mlr_measures_forecast.regr MeasureForecastRegr

Forecast Regression Measure

mlr_measures_forecast.rmse MeasureForecastRMSE

Root Mean Squared Error Measure

mlr_resamplings_forecast_cv ResamplingForecastCV

Forecast Cross-Validation Resampling

mlr_resamplings_forecast_holdout ResamplingForecastHoldout

Forecast Holdout Resampling

mlr_tasks_airpassengers

AirPassengers Forecast Task

mlr_tasks_petrol

Petrol Forecast Task