Collaborative Filtering on MovieLens 100k
70.1Reconstruction AccuracyMULTI LAYER ORM
Evaluation results
| Method | Links | |
|---|---|---|
| MULTI LAYER ORMObserved Percent of Available Ratings=95%, Hidden layers=two hidden layers of size 4 and 2, Repetitions=10 random repetitions2017.02 | 70.1 | |
| ORMObserved Percent of Available Ratings=95%, Repetitions=10 random repetitions2017.02 | 70 | |
| MPObserved Percent of Available Ratings=95%, Repetitions=10 random repetitions2017.02 | 69.5 | |
| ORMObserved Percent of Available Ratings=50%, Repetitions=10 random repetitions2017.02 | 68.9 | |
| MULTI LAYER ORMObserved Percent of Available Ratings=50%, Hidden layers=two hidden layers of size 4 and 2, Repetitions=10 random repetitions2017.02 | 68.8 | |
| MPObserved Percent of Available Ratings=50%, Repetitions=10 random repetitions2017.02 | 67.5 | |
| MULTI LAYER ORMObserved Percent of Available Ratings=20%, Hidden layers=two hidden layers of size 4 and 2, Repetitions=10 random repetitions2017.02 | 66.5 | |
| ORMObserved Percent of Available Ratings=20%, Repetitions=10 random repetitions2017.02 | 66.4 | |
| MPObserved Percent of Available Ratings=20%, Repetitions=10 random repetitions2017.02 | 65.2 | |
| MULTI LAYER ORMObserved Percent of Available Ratings=10%, Hidden layers=two hidden layers of size 4 and 2, Repetitions=10 random repetitions2017.02 | 65.2 | |
| ORMObserved Percent of Available Ratings=10%, Repetitions=10 random repetitions2017.02 | 64.9 | |
| ORMObserved Percent of Available Ratings=5%, Repetitions=10 random repetitions2017.02 | 63.5 | |
| MULTI LAYER ORMObserved Percent of Available Ratings=5%, Hidden layers=two hidden layers of size 4 and 2, Repetitions=10 random repetitions2017.02 | 63.5 | |
| MPObserved Percent of Available Ratings=10%, Repetitions=10 random repetitions2017.02 | 63 | |
| MPObserved Percent of Available Ratings=5%, Repetitions=10 random repetitions2017.02 | 60.7 | |
| ORMObserved Percent of Available Ratings=1%, Repetitions=10 random repetitions2017.02 | 58.5 | |
| MULTI LAYER ORMObserved Percent of Available Ratings=1%, Hidden layers=two hidden layers of size 4 and 2, Repetitions=10 random repetitions2017.02 | 58.5 | |
| MPObserved Percent of Available Ratings=1%, Repetitions=10 random repetitions2017.02 | 52.8 |