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Merge pull request #105686 from diberry/diberry/personalizer-failure-to-attain-100-percent
[Cogsvcs] Personalizer - notes from shadow mode
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articles/cognitive-services/personalizer/troubleshooting.md

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title: Troubleshooting - Personalizer
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description: This article contains answers to frequently asked troubleshooting questions about Personalizer.
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ms.topic: conceptual
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ms.date: 02/18/2020
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ms.date: 02/26/2020
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ms.author: diberry
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---
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# Personalizer Troubleshooting
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## Learning loop
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<details>
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<summary>
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<b>The learning loop doesn't attain a 100% match to the system without Personalizer. How do I fix this?</b></summary>
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**Answer**: The reasons you don't attain your goal with the learning loop:
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* Not enough features sent with Rank API call
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* Bugs in the features sent - such as sending non-aggregated feature data such as timestamps to Rank API
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* Bugs with loop processing - such as not sending reward data to Reward API for events
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To fix, you need to change the processing by either changing the features sent to the loop, or make sure the reward is a correct evaluation of the quality of the Rank's response.
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</details>
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<details>
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<summary>
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<b>The learning loop doesn't seem to learn. How do I fix this?</b></summary>

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