collect_metrics.simple_ensemble {tidysdm} | R Documentation |
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 |
... |
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
Examples
collect_metrics(lacerta_ensemble)
collect_metrics(lacerta_rep_ens)
[Package tidysdm version 0.9.5 Index]