/plushcap/analysis/gretel-ai/how-accurate-is-my-synthetic-data

How accurate is my synthetic data?

What's this blog post about?

Gretel has introduced a new synthetic data report, featuring an overall Synthetic Data Quality Score to help assess the quality of synthetic data compared to original source data. The score is based on metrics such as Field Distribution Stability, Field Correlation Stability, and Deep Structure Stability. By analyzing these metrics, users can determine whether their synthetic data maintains the same statistical properties as the original dataset and if it's suitable for specific use cases.

Company
Gretel.ai

Date published
March 29, 2021

Author(s)
Amy Steier

Word count
1135

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.