SchlossLab/mikropml

Add ROC curve example code to docs

Closed this issue · 3 comments

By request of multiple Schloss Lab members.

It also would be good to show how to pick a good representative seed (i.e. something close to the median AUC / other performance metric) to then plot.

We might like to create a new vignette on visualizing results. Then we could move the plots already in vignette("parallel") and vignette("tuning") there (probably in a separate PR than for this issue).

We'll riff on what @courtneyarmour has done here: https://github.com/SchlossLab/2021-08-09_ROCcurves
We may want to add some helper functions so users can make ROC curves easily from run_ml() output.