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Report

def report(data_train: RelationalData,
data_test: RelationalData,
data_synth: RelationalData,
path: Path | str,
max_samples_per_table: int | None = 5_000) -> None

Collect summary statistics for the evaluation of synthetic data in terms of data quality and privacy protection.

Arguments:

  • data_train - A RelationalData object containing the original training data.
  • data_test - A RelationalData object containing the original test data.
  • data_synth - A RelationalData object containing the generated synthetic data.
  • path - A path to save the report.
  • max_samples_per_table - The maximum number of samples per table to use in the report.