Fold 1 - Understanding why coefficient 506 was selected
Tag: DOCKING STATION
Selected Coefficient: 506
Taxonomy Path: 8.6
Taxonomy Name:
Products with this tag: 5
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 | 2.012048 | 8.6 | 6.8 (6*83 + 8) | Yes | |
| 1722839 | 2.024096 | 8.7.1.3 | 3.1.7.8 (3*83^3 + 6889 + 7*83 + 8) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DOCKING STATION" tag (processing sequence 2742). 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 |
|---|---|---|---|---|---|---|---|
| 5899 | Accell Air™ USB-C Docking Station - <br/>K172B-010B 100W PD | 1722839 | none | 1722333 | THUNDERBOLT 3 | ||
| 5947 | Accell InstantView USB-C 4K Docking Station | 506 | none | 0 | THUNDERBOLT 3 | ||
| 5982 | USB 3.0 Full Function Docking Station with USB-C Connection | 506 | none | 0 | none | ||
| 5974 | Thunderbolt 3 Docking Station - 40 Gbps | 0 | USB-C HUBS | -506 | THUNDERBOLT 3, SALES | ||
| 5981 | Thunderbolt™ 4 Docking Station | 0 | USB-C HUBS | -506 | THUNDERBOLT 3, 8K, SALES |