Table 5. Books that received only a 0–1 rating.
| Book | Traditional statistical method |
Our method | Mean | Objective func. global minima | ||
|---|---|---|---|---|---|---|
| NMF | No NMF | NMF | ||||
| ID | No GCN | GCN | GCN | Rating | ||
| 127 | 3,694 | 3,674 | 3,634 | 3,225 | 3,678 | 3,686 |
| 133 | 3,690 | 3,670 | 3,544 | 2,355 | 3,679 | 3,696 |
| 139 | 390 | 450 | 529 | 709 | 374 | 3,555 |
| 142 | 3,701 | 3,696 | 3,691 | 3,687 | 3,684 | 3,688 |
| 226 | 3,521 | 3,529 | 3,536 | 3,573 | 3,520 | 3,551 |
| 286 | 2,639 | 2,369 | 2,145 | 1,727 | 2,464 | 94 |
| 311 | 2,398 | 2,358 | 2,112 | 1,652 | 2,466 | 3,477 |
| 396 | 401 | 440 | 503 | 654 | 376 | 38 |
| 398 | 378 | 366 | 333 | 286 | 377 | 3,380 |
| 402 | 2,491 | 2,400 | 2,216 | 1,857 | 2,543 | 37 |