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Datasets

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

MovieLens 1M

5-fold crossvalidation with --random-seed=1 [% FOREACH entry IN ml1m_data %] [% END %]
Method --recommender-options AUC prec@5 prec@10 MAP recall@5 recall@10 NDCG mrr
[% entry.method %] [% entry.hp %] [% entry.AUC %] [% entry.prec5 %] [% entry.prec10 %] [% entry.MAP %] [% entry.recall5 %] [% entry.recall10 %] [% entry.NDCG %] [% entry.mrr %]

MovieLens 100k

5-fold crossvalidation with --random-seed=1 [% FOREACH entry IN ml100k %] [% END %]
Method --recommender-options AUC prec@5 prec@10 MAP recall@5 recall@10 NDCG mrr
[% entry.method %] [% entry.hp %] [% entry.AUC %] [% entry.prec5 %] [% entry.prec10 %] [% entry.MAP %] [% entry.recall5 %] [% entry.recall10 %] [% entry.NDCG %] [% entry.mrr %]

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