Scores¶
-
class
getml.pipeline.
Scores
(data, latest)[source]¶ 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
A convenience wrapper to retrieve the accuracy from the latest scoring run.
A convenience wrapper to retrieve the auc from the latest scoring run.
A convenience wrapper to retrieve the cross entropy from the latest scoring run.
A convenience wrapper to retrieve the mae from the latest scoring run.
A convenience wrapper to retrieve the rmse from the latest scoring run.
A convenience wrapper to retrieve the rsquared from the latest scoring run.