9. Create Feature List

Navigate to the Feature List catalog from the Experiment section of the menu.

Name

Step 1: Explore Existing Feature Lists¶

Review the Feature Lists in the Catalog that match your use case.

Name

Examine the contents of a selected Feature List.

Name

Assess any missing themes in the list.

Name

Use the "+" button to add features from a feature list to the Feature List Builder.

Name

In the "Suggestions" section, click on the number indicating missing themes to explore features with addditional signal.

Name

For each recommended theme (e.g., Primary Entity: Customer, Primary Table: GROCERYINVOICE, Signal Type: Frequency), click "Show Features."

Name

Add desired features (e.g., "CUSTOMER_Count_of_invoice_1w") to your Feature List Builder using the "+" button.

Name

Reset filters to view all features suitable for your use case and continue adding as needed.

Name

Click "+" to add "CUSTOMER_Std_of_invoice_Amount_13w" to the Feature List Builder.

Name

For additional themes, like Signal Type: Similarity, follow the same process of exploring and adding features.

Click "Show Features" for the following theme:

Name

Get "CUSTOMER_vs_OVERALL_item_TotalCost_across_product_ProductGroups_13w" details and request a preview.

Name

Click "+" to add "CUSTOMER_vs_OVERALL_item_TotalCost_across_product_ProductGroups_13w" to the Feature List Builder.

Name

Use filters to refine feature exploration based on criteria like Primary Entity, Primary Table, and Signal Type. Here:

Name

Check "CUSTOMER_invoice_Amount_across_invoice_Hours_13w" preview.

Name

Click "+" to add "CUSTOMER_invoice_Amount_across_invoice_Hours_13w" to the Feature List Builder.

Click "Review Feature List" in the Feature List Builder. Examine the contents of the list and remove any unnecessary features.

Name

Click "Save List" to store your custom Feature List, which will now be available in the Feature List Catalog.

Name