Smart Discovery Unexpected Values

The Unexpected Values page includes a table listing existing values, and the predicted values are displayed along with the other corresponding dimensions.

To add or remove columns from the displayed table, select Edit Columns. This page doesn't display if the insight quality is considered to be too low or there are no unexpected values. The underlying machine learning model assesses the quality of the analysis. Each chart has an insight quality checkbox indicating when the quality of the Smart Discovery results is good. If the underlying machine learning model analysis indicates low confidence in the analysis quality, you're also alerted in the chart.

Two additional interactive charts (scatterplot and bar/column) are provided to help visualize the difference between the predicted and existing values listed in the table. Use either the Search or Edit Columns options to focus or filter out columns from the table. When you sort the table on a particular column, the columns in the bar or column charts reflects this sort order. Any changes in the table are automatically reflected in the charts.

You can select a specific outlier in the charts and see the related ID orEntity. For example, if your selected Entity is Customer, you see the Customer ID when you select the outlier in the chart.

Note

Unexpected Values are available only when you select a measure as your target.