allmetrics

0th

Percentile

allmetrics

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.

Details

See respective functions.

Value

A data.frame with all validation metrics for which functions are defined in this package.

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
  • allmetrics
Examples
# NOT RUN {
obs<-c(1:10)
pred<-c(1, 1 ,3, 2, 4, 5, 6, 8, 7, 10)
allmetrics(o=obs, p=pred, k=2)
# }
Documentation reproduced from package valmetrics, version 1.0.0, License: MIT + file LICENSE

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