Fold 0 - Understanding why coefficient 506 was selected
Tag: RJ45
Selected Coefficient: 506
Taxonomy Path: 8.6
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 506 | 1.012048 | 8.6 | 6.8 (6*83 + 8) | Yes | |
| 1722839 | 1.012048 | 8.7.1.3 | 3.1.7.8 (3*83^3 + 6889 + 7*83 + 8) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "RJ45" tag (processing sequence 3621). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 5941 | Accell USB-C Mobile Multiport Adapter - U241B-001F | 1722839 | none | 1722333 | USB 3.1 GEN 2, HDMI HUBS | ||
| 5982 | USB 3.0 Full Function Docking Station with USB-C Connection | 506 | none | 0 | USB, HDMI HUBS | ||
| 5981 | Thunderbolt™ 4 Docking Station | 0 | USB-C HUBS | -506 | USB 3.1 GEN 2, 8K, SALES |