compute_stats: Compute performance metrics for predictions

View source: R/LegacyInterface.R

compute_statsR Documentation

Compute performance metrics for predictions

Description

Computes the rho, MAE, RMSE, perc, and p-val performance metrics

Arguments

observed

a vector of the observed values

predicted

a vector of corresponding predicted values

Value

A data.frame with components with 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))

rEDM documentation built on Aug. 6, 2022, 5:08 p.m.