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Evaluate Tasks

The Gretel Evaluate tasks available

Task
Description
Notebook
​sqs​
Evaluate the quality of synthetic data using any two datsets to generate a Synthetic Data Quality Report.
​generate-quality-report-with-evaluate​
​classification​
Evaluate synthetic data vs. real data trained on AutoML classifiers. The Gretel Synthetic Data Utility Report provides a detailed table of classification metrics.
​evaluate-synthetic-data-classification​
​regression​
Evaluate synthetic data vs. real data trained on AutoML regression models. The Gretel Synthetic Data Utility Report  provides a detailed table of regression metrics.
​evaluate-synthetic-data-regression​

Task	Description	Notebook
`sqs`	Evaluate the quality of synthetic data using any two datsets to generate a Synthetic Data Quality Report.	generate-quality-report-with-evaluate
`classification`	Evaluate synthetic data vs. real data trained on AutoML classifiers. The Gretel Synthetic Data Utility Report provides a detailed table of classification metrics.	evaluate-synthetic-data-classification
`regression`	Evaluate synthetic data vs. real data trained on AutoML regression models. The Gretel Synthetic Data Utility Report provides a detailed table of regression metrics.	evaluate-synthetic-data-regression

Synthetic Data Utility Report

Synthetic Data Quality Score (SQS)

Last modified 7mo ago