Configure a catalog
After you create a catalog, you can configure its settings. See the table below for a list of the catalogs settings.
Settings | Description |
---|---|
Tables (includes AI model training settings) | Add or remove the tables from your data source that you want to synthesize Set the AI model training settings you want to use for each table |
Output settings | Configure the generation method and encoding type of each table column Configure data augmentation (Generation mood, Data rebalancing, Smart imputation) options for each table column Configure privacy settings (Rare category protection, Extreme values protection, Extreme sequence length protection) |
Output settings | Set the number of subjects you want to generate in your synthetic data |
The catalog configuration is identical to the configuration of a new synthetic dataset.