Mean Absolute Error Measure

Mean Absolute Error Measure

Dictionary

This Measure can be instantiated via the dictionary mlr_measures or with the associated sugar function msr():

mlr_measures$get("forecast.mae")
msr("forecast.mae")

Meta Information

  • Task type: “forecast”

  • Range: \([0, \infty)\)

  • Minimize: TRUE

  • Average: macro

  • Required Prediction: “response”

  • Required Packages: mlr3, mlr3temporal

Parameters

Empty ParamSet

See also

Other Measure: MeasureForecast, mlr_measures_forecast.mape, mlr_measures_forecast.mse, mlr_measures_forecast.regr, mlr_measures_forecast.rmse

Methods

Inherited methods


Method new()

Creates a new instance of this R6 class.

Usage


Method clone()

The objects of this class are cloneable with this method.

Usage

MeasureForecastMAE$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.