mae

mae

Calculates the Mean absolute error (MAE) from observed and predicted values.

Usage

mae(o, p)

Details

Interpretation: smaller is better. Similar to RMSE but less sensitive to large errors.

References

Piikki K., Wetterlind J., Soderstrom M., Stenberg B. (2021). Perspectives on validation in digital soil mapping of continuous attributes. A review. Soil Use and Management. 10.1111/sum.12694

Aliases

• mae

Examples

# NOT RUN {
obs<-c(1:10)
pred<-c(1, 1 ,3, 2, 4, 5, 6, 8, 7, 10)
mae(o=obs, p=pred)

# }