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.
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
