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. 2022 Jun 9;5:910030. doi: 10.3389/fdata.2022.910030

Table A1.

Hyperparameter values for collaborative KNN recommender algorithms on all datasets.

Algorithm Hyperparameter ContentWise Impressions Netflix Prize Movielens 20M
UserKNN CF topK 297 1000 835
shrink 102 0 0
similarity cosine cosine cosine
normalize True True True
feature weighting TF-IDF none none
ItemKNN CF topK 5 72 214
shrink 0 0 982
similarity cosine cosine cosine
normalize True True True
feature weighting none TF-IDF none