mae: Mean Absolute Error (MAE)

Description Usage Arguments Value Author(s) See Also Examples

View source: R/mae.R

Description

Computes mean absolute error.

Usage

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mae( pred, actual, weight = 1, na.rm = FALSE )

Arguments

pred

a numerical vector of estimated values.

actual

a numerical vector of actual values.

weight

a numerical vector of weights the same length as pred.

na.rm

a logical value indicating whether NA values in pred should be stripped before the computation proceeds.

Value

The computed mean squared error (numeric value).

Author(s)

Reza Mohammadi a.mohammadi@uva.nl and Kevin Burke kevin.burke@ul.ie

See Also

mse

Examples

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pred   = c( 2.3, -1.4, 0, 3.45 )
actual = c( 2.1, -0.9, 0, 2.99 )
  
mae( pred, actual )

liver documentation built on Oct. 27, 2021, 5:06 p.m.