Synthetic Model

Following model training, the 'Synthetic Models' tab displays the trained models along with their respective status. This comprehensive list provides key information such as the model's Name, creator, creation date, overall quality score, Column shapes, and Column pair trends.

Below this section, additional model details are displayed, including:

• Synthetic Data Quality
• Training: Detailed training logs and associated data tags. If the model training fails, the log will provide reasons for the failure.
• Synthetic Data generation
• Anonymity test

Synthetic data quality

This section displays gauge charts on Overall quality score, Column shapes, and Column pair trends and the data stability graph. 

Training

This section displays detailed training logs and associated data tags. If the model training fails, the log will provide reasons for the failure.

Synthetic data generation

To generate additional synthetic data rows. Specify the number of data points, and select ‘Generate row’

AryaXAI will store the newly generated data in the 'Synthetic Data' tab, identified under the same naming convention with '_1.'