from sklearn import metrics


>>> metrics.get_scorer("roc_auc")
make_scorer(roc_auc_score, needs_threshold=True)

>>> metrics.get_scorer("precision")
make_scorer(precision_score, average=binary)

>>> metrics.get_scorer("r2")
make_scorer(r2_score)