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Similar to Blocklist, allow for attribute/segment weighting in AI models

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Level 3

5/14/24

Description - Similar to how we can leverage the Blocklist to remove attributes or segments that should not influence AI models, it would be helpful if we could add 'weight' to other attributes/segments to help the model identify likely influential data. There are times when we think certain segments are likely to be a component to influence the models. My hypothesis is that by weighting these, it could help models that may be otherwise struggling to fully form.

Why is this feature important to you - We have found in some situations where the AI was not able to generate working models with specific influential attributes and I'm wondering if this might help? I realize this may be slightly contradictory to how the model is supposed to work

How would you like the feature to work - Could work similar to blocklist via the API

Current Behaviour - No current ability to add emphasis to attributes or segments for AI models

2 Comments

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6/3/24

Thank you so much for sharing your idea with us! We would love to help you create models that fit your specific needs and will keep this in mind as we continue to improve our AI models in Target. Please share any more context on this thread in the future!