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Get started with the SDMetrics using the demo below
Apply metrics to compare real and synthetic data. In the SDMetrics library, you'll see two kinds of metrics to apply:
Data Metrics compare the real and synthetic data across various properties. Example of data metrics include quality comparisons, privacy measurements, and diagnostics.
ROI Metrics measure the overall return-on-investment when using your synthetic data for a downstream project. This is your ultimate goal. ROI metrics not necessarily correlated with data metrics, so we always recommend optimizing for the ROI when possible.
Use the Visualization Utilities to plot your data and get more insight.
If you have any questions or need help troubleshooting, please join our forum. We'd be happy to help!
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