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¶
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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.
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Click on the 'SHAP selection (1+2) after adjusted ideation' feature list.
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Go to the 'Features' tab to examine the features in the list.
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Navigate to the 'Themes' tab to examine signal types missing from the feature list. Once you’re done, close the window.
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 .
Step 3: Add Individual Features¶
Now, you will review missing themes, add top features from these themes, and save the Feature List.
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Review the Builder's suggestions by clicking
in the
section at the bottom of the Feature List Builder.
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Click on
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.
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Review the Feature List by clicking
and save it by clicking
. Name it "1 + SHAP selection (1+2) after adjusted ideation".
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Confirm the new Feature List is part of the Catalog.