Prints the performance slot of a model fitted with rf(), rf_repeat(), or rf_spatial(). For models fitted with rf_repeat() it shows the median and the median absolute deviation of each performance measure.
Arguments
- model
Model fitted with
rf(),rf_repeat(), orrf_spatial().
See also
print_performance(), get_performance()
Other model_info:
get_evaluation(),
get_importance(),
get_importance_local(),
get_moran(),
get_performance(),
get_predictions(),
get_residuals(),
get_response_curves(),
get_spatial_predictors(),
print.rf(),
print_evaluation(),
print_importance(),
print_moran()
Examples
data(plants_rf)
print_performance(plants_rf)
#>
#> Model performance
#> - R squared (oob): 0.5015626
#> - R squared (cor(obs, pred)^2): 0.8378728
#> - Pseudo R squared (cor(obs, pred)):0.9153539
#> - RMSE (oob): 2379.254
#> - RMSE: 1609.614
#> - Normalized RMSE: 0.4646691