[% title='MyMediaLite: Example Experiments' prefix='../' %] [% INCLUDE header %]

[% title %]

[% INCLUDE menu %] [% INCLUDE infobox %] [% PROCESS datasets %]

Datasets

Experimental results for some example datasets. The given hyperparameters may not be the optimal ones.

Netflix

Results on the probe dataset: [% FOREACH entry IN netflix_probe %] [% END %]
Method --recommender-options RMSE MAE
[% entry.method %] [% entry.hp %] [% entry.rmse %] [% entry.mae %]

Results on the quiz dataset: [% FOREACH entry IN netflix_quiz %] [% END %]
Method --recommender-options RMSE MAE
[% entry.method %] [% entry.hp %] [% entry.rmse %] [% entry.mae %]

KDD Cup 2011, Track 1

Results on the validation set: [% FOREACH entry IN kddcup_validation %] [% END %]
Method --recommender-options RMSE MAE
[% entry.method %] [% entry.hp %] [% entry.rmse %] [% entry.mae %]

Yahoo! Music (about 700 million ratings)

Results on the validation set: [% FOREACH entry IN yahoo_r2 %] [% END %]
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: [% FOREACH entry IN ml1m_data %] [% END %]
Method --recommender-options RMSE MAE
[% entry.method %] [% entry.hp %] [% entry.rmse %] [% entry.mae %]

MovieLens 100k

5-fold crossvalidation with --random-seed=1 [% FOREACH entry IN ml100k %] [% END %]
Method --recommender-options RMSE MAE
[% entry.method %] [% entry.hp %] [% entry.rmse %] [% entry.mae %]

Epinions

5-fold crossvalidation with --random-seed=1 [% FOREACH entry IN epinions %] [% END %]
Method --recommender-options RMSE
[% entry.method %] [% entry.hp %] [% entry.rmse %]

Flixster

5-fold crossvalidation with --random-seed=1 [% FOREACH entry IN flixster %] [% END %]
Method --recommender-options RMSE MAE
[% entry.method %] [% entry.hp %] [% entry.rmse %] [% entry.mae %]

[% INCLUDE footer %]