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

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.