Task validation on import
Validate imported columns against the selected tabular task.
- Testing group
- Data quality
- Applies to
- Tabular data
- App version
2.0.0- Channel
- stable
Required inputs
A dataset and its labels, task definition and train, validation or test split. Import checks run when tabular data is imported.
Test procedure
Run the check for the dataset's modality, review the flagged records and inspect the affected files or labels before changing the data.
Interpreting results
A flagged record is a prompt for review. Check whether it reflects a data error, an unusual valid example or a mismatch with the intended task.
Limitations
Evidence record
Keep the check settings, affected records, dataset version and any review decisions together.