Compares synthetic data against expected patterns and distributions
to ensure it maintains realistic characteristics for testing purposes.
Usage
validate_synthetic_data(synthetic_data, reference_stats = NULL)
Arguments
- synthetic_data
data.table. The synthetic dataset to validate
- reference_stats
list. Optional reference statistics to compare against
Value
A list containing validation results and quality metrics