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 |