compute_stats {rEDM}R Documentation

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
p_val p-value that rho is significantly greater than 0 using Fisher's

Examples

compute_stats(rnorm(100), rnorm(100))

[Package rEDM version 0.7.2 Index]