The image shows the Features section on the Data Monitor
Results page. The value in the Importance column indicates how
impactful the feature has been on data drift over a specified time period.
For numerical data, the following statistics are computed:
- Mean
- Standard Deviation
- Range (Minimum, Maximum)
- Number of nulls
For categorical data, the following statistics are computed:
- Number of unique values
- Number of nulls