Table 1. Data comparison before and after clustering of the four algorithms.
| Accuracy rate | Recall rate | |||
|---|---|---|---|---|
| Before clustering | After clustering | |||
| ALS_User_CF | 0.71 | 0.74 | 0.63 | 0.67 |
| FunkSVD | 0.61 | 0.66 | 0.51 | 0.53 |
| SVD | 0.60 | 0.63 | 0.49 | 0.51 |
| CF | 0.51 | 0.53 | 0.41 | 0.42 |
| Accuracy rate | Recall rate | |||
|---|---|---|---|---|
| Before clustering | After clustering | |||
| ALS_User_CF | 0.71 | 0.74 | 0.63 | 0.67 |
| FunkSVD | 0.61 | 0.66 | 0.51 | 0.53 |
| SVD | 0.60 | 0.63 | 0.49 | 0.51 |
| CF | 0.51 | 0.53 | 0.41 | 0.42 |