suites#

Module contains all prebuilt suites.

Members

single_dataset_integrity(**kwargs)

Create a suite that is meant to detect integrity issues within a single dataset (Deprecated) .

train_test_leakage(**kwargs)

Create a suite that is meant to detect data leakage between the training dataset and the test dataset (Deprecated).

train_test_validation(**kwargs)

Create a suite that is meant to validate correctness of train-test split, including integrity, distribution and leakage checks.

model_evaluation(**kwargs)

Create a suite that is meant to test model performance and overfit.

full_suite(**kwargs)

Create a suite that includes many of the implemented checks, for a quick overview of your model and data.

data_integrity(**kwargs)

Create a suite that is meant to detect integrity issues within a single dataset.