ModelComparisonBaseCheck

class ModelComparisonBaseCheck[source]

Parent class for check that compares between two or more models.

__init__()[source]
__new__(*args, **kwargs)

Methods

ModelComparisonBaseCheck.add_condition(name, ...)

Add new condition function to the check.

ModelComparisonBaseCheck.clean_conditions()

Remove all conditions from this check instance.

ModelComparisonBaseCheck.conditions_decision(result)

Run conditions on given result.

ModelComparisonBaseCheck.name()

Name of class in split camel case.

ModelComparisonBaseCheck.params([show_defaults])

Return parameters to show when printing the check.

ModelComparisonBaseCheck.remove_condition(index)

Remove given condition by index.

ModelComparisonBaseCheck.run(train_datasets, ...)

Initialize context and pass to check logic.

ModelComparisonBaseCheck.run_logic(multi_context)

Implement here logic of check.