Replace Missing Numerical Values

Einstein Discovery allows you to replace missing numerical values in your model. Use the Replace Missing Variables transformation to enable statistical imputation on a numeric variable. Einstein Discovery automatically replaces missing values with data derived from another subset of your data.

Required Editions

Note Einstein Discovery stories are now models. We wish we could snap our fingers to update the name everywhere, but you can expect to see the previous name in a few places until we replace it.

Available in Salesforce Classic and Lightning Experience.

Available with CRM Analytics, which is available for an extra cost in Enterprise, Performance, and Unlimited Editions. Also available in Developer Edition.

User Permissions Needed
To configure number fields in a model:	Create and Update Einstein Discovery Models

1. In Model Setup, select a numeric variable that contains missing or null values.
2. Click the Transform dropdown menu and select Replace Missing Values.
   
3. Calculate the values by selecting average, median, or mode from the Replace with dropdown menu.
4. Select the variable that you want to derive imputed values from the For variable dropdown menu.