Empty feature count

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Definition

The empty feature count test allows you to set a threshold on the number of features that have only null (missing) values.

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Taxonomy

• Category: Integrity.
• Task types: Tabular classification, tabular regression.
• Availability: development and monitoring.

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Why it matters

• Empty features contain no information and can indicate that there is a problem with the data collection/ingestion process.

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Related

• Empty features test.