Calculates 31 different validation metrics from observed
values and predicted values. For the calculation of some metrics also the
number of model parameters are used.
Usage
allmetrics(o, p, k)
Arguments
o
A numeric vector. Observed values.
p
A numeric vector. Predicted values.
k
A number. The number of parameters in the model. Note that k includes
the intercept, so for example, k is 2 for a linear regression model.
Value
A data.frame with all validation metrics for which functions are defined in
this package.
Details
See respective functions.
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