Regression Metrics

Regression Metrics

Usage

regression_metrics(true, predicted, na.rm = TRUE, sample = NULL)

Arguments

true

Numeric vector: True values.

predicted

Numeric vector: Predicted values.

na.rm

Logical: If TRUE, remove NA values before computation.

sample

Optional Character {"Training", "Validation", "Test", "Calibrated Training", "Calibrated Validation", "Calibrated Test"}: Sample the metrics describe.

Value

RegressionMetrics object.

Author

EDG

Examples

true <- rnorm(100)
predicted <- true + rnorm(100, sd = 0.5)
regression_metrics(true, predicted)

#> <Regression Metrics>
#>  MAE: 0.35
#>  MSE: 0.19
#> RMSE: 0.44
#>   R²: 0.79