Integrity
Empty feature count
![](https://mintlify.s3-us-west-1.amazonaws.com/openlayer-44/images/tests/integrity/integrity_icon.png)
Definition
The empty feature count test allows you to set a threshold on the number of features that have only null (missing) values.
Taxonomy
- Category: Integrity.
- Task types: Tabular classification, tabular regression.
- Availability: and .
Why it matters
- Empty features contain no information and can indicate that there is a problem with the data collection/ingestion process.
Related
Was this page helpful?