Fold 1 - Understanding why coefficient -506 was selected
Tag: THUNDERBOLT 3
Selected Coefficient: -506
Taxonomy Path: -8.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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 | |
| -97824389 | 2.024096 | -8.7.7.5.2 | -2.5.7.7.8 (-(2*83^4 + 5*83^3 + 7*83^2 + 7*83 + 8)) | No | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| 1722333 | 3.012048 | 0.1.1.3 | 3.1.1.0 (3*83^3 + 6889 + 83) | No |
These are the training products that have the "THUNDERBOLT 3" tag (processing sequence 3995). 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 | 1722333 | DOCKING STATION | 1722839 | none | ||
| 5947 | Accell InstantView USB-C 4K Docking Station | 0 | DOCKING STATION | 506 | none | ||
| 5974 | Thunderbolt 3 Docking Station - 40 Gbps | -506 | USB-C HUBS, DOCKING STATION | 0 | SALES | ||
| 5981 | Thunderbolt™ 4 Docking Station | -506 | USB-C HUBS, DOCKING STATION | 0 | 8K, SALES | ||
| 5983 | USB4 40Gbps Cable | -97824389 | HIGH SPEED, CABLES | -97823883 | 8K |