ModelComparisonSuite.run#
- ModelComparisonSuite.run(train_datasets: Union[Dataset, List[Dataset]], test_datasets: Union[Dataset, List[Dataset]], models: Union[List[Any], Mapping[str, Any]]) SuiteResult[source]#
Run all checks.
- Parameters
- train_datasetsUnion[Dataset, Container[Dataset]]
representing data an estimator was fitted on
- test_datasets: Union[Dataset, Container[Dataset]]
representing data an estimator was fitted on
- modelsUnion[Container[Any], Mapping[str, Any]]
2 or more scikit-learn-compatible fitted estimator instance
- Returns
- ——-
- SuiteResult
All results by all initialized checks
- Raises
- ——
- ValueError
if check_datasets_policy is not of allowed types