Datasets
Experimental results for some example datasets. The given hyperparameters may not be the optimal ones.Netflix
Results on the
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |
Results on the
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |
KDD Cup 2011, Track 1
Results on the validation set:
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |
Yahoo! Music (about 700 million ratings)
Results on the validation set:
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |
MovieLens 1M
Results for 5-fold cross-validation on the complete dataset:
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |
MovieLens 100k
5-fold crossvalidation with --random-seed=1
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |
Flixster
5-fold crossvalidation with --random-seed=1
Method | --recommender-options | RMSE | MAE |
---|---|---|---|
[% entry.method %] | [% entry.hp %] | [% entry.rmse %] | [% entry.mae %] |