The features missing values test allows you to specify the number (or percentage) of missing values that are allowed for each feature.
- Category: Integrity.
- Task types: Tabular classification, tabular regression.
- Availability: and .
Why it matters
- Missing values can have a direct impact on model performance.
- The values missing from certain features can indicate issues with the data collection/ingestion process.
- Measuring and tracking the number of missing values can inform the imputation strategies to be used.