Scores

class getml.pipeline.Scores(data: Sequence[Score], latest: Dict[str, List[float]])

Container which holds the history of all scores associated with a given pipeline. The container supports slicing and is sort- and filterable.

Methods

filter(conditional)	Filters the scores container.
sort(key[, descending])	Sorts the scores container.

Attributes

accuracy	A convenience wrapper to retrieve the accuracy from the latest scoring run.
auc	A convenience wrapper to retrieve the auc from the latest scoring run.
cross_entropy	A convenience wrapper to retrieve the cross entropy from the latest scoring run.
mae	A convenience wrapper to retrieve the mae from the latest scoring run.
rmse	A convenience wrapper to retrieve the rmse from the latest scoring run.
rsquared	A convenience wrapper to retrieve the rsquared from the latest scoring run.