WholeDatasetDrift.run_logic#

WholeDatasetDrift.run_logic(context: Context) CheckResult[source]#

Run check.

Returns
CheckResult

value: dictionary containing the domain classifier auc and a dict of column name to its feature importance as calculated for the domain classifier model. display: distribution graph for each column for the columns most explaining the dataset difference, comparing the train and test distributions.

Raises
DeepchecksValueError

If the object is not a Dataset or DataFrame instance