An overview of the evaluations you can do with Evidently.
Evidently has several pre-built reports and test suites. We call them Presets. Each preset evaluates or tests a particular aspect of the data or model quality.
Metric presets are pre-built reports that help with visual exploration, debugging and documentation of the data and model performance. You can also use them to calculate and log metrics as JSON or Python dictionary.
Test presets are pre-built test suites that perform structured data and model checks as part of the pipeline.