Evaluate Tasks

The Gretel Evaluate tasks available

Task
Description
Notebook

Evaluate the quality of synthetic data using any two datsets to generate a Synthetic Data Quality Report.

Analyze synthetic data vs. real data trained on AutoML classifiers. The Gretel Synthetic Data Utility Report provides a detailed table of classification metrics.

Analyze synthetic data vs. real data trained on AutoML regression models. The Gretel Synthetic Data Utility Report provides a detailed table of regression metrics.

Compare synthetic text data vs. training data. You can use this task to compare any natural language text you generate - including from non-Gretel LLM models

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