It could be interesting to have the [precision recall area under the curve score](https://machinelearningmastery.com/roc-curves-and-precision-recall-curves-for-imbalanced-classification/) as well, but it seems there's no direct implementation in sklearn.

[Ludecan]

It could be interesting to have the precision recall area under the curve score as well, but it seems there's no direct implementation in sklearn.
In the blogpost they calculate it by hand using:

precision, recall, _ = precision_recall_curve(testy, pos_probs)
auc_score = auc(recall, precision)

Edit: we can make these into a backlog item

Originally posted by @Ludecan in #32 (comment)

[diegomarvid]

Love this format of backlog!! 🚀