User-CF report¶
What ran¶
- Loaded a deterministic MovieLens sample.
- Treated ratings >= 4.0 as positive feedback.
- Found similar users with sklearn cosine nearest neighbors.
Metrics¶
precision@10:0.1000recall@10:0.0019
Examples¶
| title | genres | score |
|---|---|---|
| Wallace & Gromit: The Best of Aardman Animation (1996) | Adventure | Animation |
| Enron: The Smartest Guys in the Room (2005) | Documentary | 2.89688 |
| Parasite (2019) | Comedy | Drama |
| Muppets Take Manhattan, The (1984) | Children | Comedy |
| People Will Talk (1951) | Comedy | Romance |
| Run Silent Run Deep (1958) | War | 2.10309 |
| The Irishman (2019) | Crime | Drama |
| Murder on the Orient Express (1974) | Crime | Mystery |
| Knives Out (2019) | Comedy | Crime |
| Christmas Carol, A (1938) | Children | Drama |