Suites

Module contains all prebuilt suites.

Members

data_integrity([columns, ignore_columns, ...])	Suite for detecting integrity issues within a single dataset.
train_test_validation([columns, ...])	Suite for validating correctness of train-test split, including distribution, leakage and integrity checks.
model_evaluation([alternative_scorers, ...])	Suite for evaluating the model's performance over different metrics, segments, error analysis, examining overfitting, comparing to baseline, and more.
full_suite(**kwargs)	Create a suite that includes many of the implemented checks, for a quick overview of your model and data.
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 for detecting data leakage between the training dataset and the test dataset (Deprecated).

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SingleDatasetPerformance.run_logic

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data_integrity