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.