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

Table A2.

Hyperparameter values for content based and hybrid KNN recommender algorithms.

Algorithm Hyperparameter Movielens 20M
ItemKNN CBF topK 1000
shrink 1000
similarity cosine
normalize True
feature weighting TF-IDF
ItemKNN CF CBF topK 253
shrink 203
similarity cosine
normalize True
feature weighting BM25
ICM weight 0.1520

Only Movielens 20M contains item features, the other datasets are, therefore, omitted.