rEDM (version 1.2.3)

compute_stats: Compute performance metrics for predictions

Description

Computes the rho, MAE, RMSE, perc, and p-val performance metrics using the compiled C++ function

Arguments

observed

a vector of the observed values

predicted

a vector of the corresponding predicted values

Value

A data.frame with components for the various performance metrics:

num_pred	number of predictions
rho	correlation coefficient between observations and predictions
mae	mean absolute error
rmse	root mean square error
perc	percent correct sign

Examples

# NOT RUN {
compute_stats(rnorm(100), rnorm(100))

# }