# S3 method for workflow_set autoplot( object, rank_metric = NULL, metric = NULL, id = "workflow_set", select_best = FALSE, std_errs = qnorm(0.95), ... )
A character string for which metric should be used to rank
the results. If none is given, the first metric in the metric set is used
(after filtering by the
A character vector for which metrics (apart from
A character string for what to plot. If a value of
A logical; should the results only contain the numerically best submodel per workflow?
The number of standard errors to plot (if the standard error exists).
Other options to pass to
A ggplot object.
This function is intended to produce a default plot to visualize helpful
information across all possible applications of a workflow set. A more
appropriate plot for your specific analysis can be created by
rank_results() and using standard
ggplot2 code for plotting.
The x-axis is the workflow rank in the set (a value of one being the best) versus the performance metric(s) on the y-axis. With multiple metrics, there will be facets for each metric.
If multiple resamples are used, confidence bounds are shown for each result (90% confidence, by default).