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Pass relevance scores through a sigmoid before PFAR #41

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merged 1 commit into from
Jun 24, 2024

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karlhigley
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PFAR is expecting probabilities in the range 0 to 1, and the tuning parameters don't quite work as expected otherwise. One option is to squash our dot products into that range with a sigmoid and interpret the result as a probability that a user is interested in an item

PFAR is expecting probabilities in the range 0 to 1, and the tuning parameters don't work as expected otherwise. We can squash our dot products into that range with a sigmoid and interpret the result as a probability that a user is interested in an item
@karlhigley karlhigley requested a review from sophiasun0515 June 24, 2024 18:39
@karlhigley karlhigley self-assigned this Jun 24, 2024
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🚢

@karlhigley karlhigley marked this pull request as ready for review June 24, 2024 19:07
@karlhigley karlhigley merged commit 0f40c6f into main Jun 24, 2024
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2 participants