collect_metrics.simple_ensemble: Obtain and format results produced by tuning functions for...

In tidysdm: Species Distribution Models with Tidymodels

Obtain and format results produced by tuning functions for ensemble objects

Description

Return a tibble of performance metrics for all models.

Usage

## S3 method for class 'simple_ensemble'
collect_metrics(x, ...)

## S3 method for class 'repeat_ensemble'
collect_metrics(x, ...)

Arguments

x	A simple_ensemble or repeat_ensemble object
...	Not currently used.

Details

When applied to a ensemble, the metrics that are returned do not contain the actual tuning parameter columns and values (unlike when these collect functions are run on other objects). The reason is that ensembles contain different types of models or models with different tuning parameters.

Value

A tibble.

See Also

tune::collect_metrics()

Examples

collect_metrics(lacerta_ensemble)
collect_metrics(lacerta_rep_ens)

tidysdm documentation built on April 3, 2025, 9:56 p.m.