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9. Create New Feature List

In the previous tutorials, you successfully created four feature lists, which are now available in the Catalog.

In this tutorial, you will learn to create a new feature list by combining one existing feature list with individual features from the Feature Catalog to address missing themes.

Step 1: Review Existing Feature Lists

  1. Navigate to the Feature List catalog under the 'Experiment' section of the menu. Confirm that the four features lists you previously created are listed in the Catalog. Name

  2. Click on the 'SHAP selection (1+2) after adjusted ideation' feature list. Name

  3. Go to the 'Features' tab to examine the features in the list. Name

  4. Navigate to the 'Themes' tab to examine signal types missing from the feature list. Once you’re done, close the window. Name

Step 2: Add a Feature List to the Feature List Builder

Add the 'SHAP selection (1+2) after adjusted ideation' to the Feature List Builder by clicking Plus Button.

Name

Step 3: Add Individual Features

Now, you will review missing themes, add top features from these themes, and save the Feature List.

  1. Review the Builder's suggestions by clicking Theme Suggestions in the Suggestion section section at the bottom of the Feature List Builder. Name

  2. Click on Show Features CLIENT/CREDIT CARD MONTHLY BALAANCE/STABILITY theme to explore features associated with this theme. Review EDA and add CLIENT_Difference_of_Sum_of_Credit_card_monthly_balance_records_Interest_and_Feeses_12cMo_with_24cMo by Plus Button. Name

  3. Review the Feature List by clicking Name and save it by clicking Save List Button. Name it "1 + SHAP selection (1+2) after adjusted ideation". Name

  4. Confirm the new Feature List is part of the Catalog. Name