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Add option for negative preferences in ALS #119

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Jun 4, 2018
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@benfred benfred commented May 29, 2018

Allow negative confidence values to be passed in, signifying that the user disliked the item. This lets us set higher confidence values for the known negatives.

Experiments here indicate setting known negatives to a higher confidence level slightly reduces p@10, but signifincantly reduces the likelihood of withheld negative items to be recommended: #114

Allow negative confidence values to be passed in, signifying that the
user disliked the item. This lets use set higher confidence
values for the known negatives.

Experiments here indicate setting known negatives to a higher confidence
level slightly reduces p@10, but signifincantly reduces the likelihood
of withheld negative items to be recommended: #114
@benfred benfred mentioned this pull request May 29, 2018
@benfred benfred merged commit b6f670b into master Jun 4, 2018
@benfred benfred deleted the negative_als_prefs branch June 4, 2018 16:45
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