Fold 0 - Understanding why coefficient -506 was selected
Tag: USB 3.1 GEN 2
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 | 2.000000 | -8.6 | -6.8 (-(6*83 + 8)) | Yes | |
| 1722333 | 2.000000 | 0.1.1.3 | 3.1.1.0 (3*83^3 + 6889 + 83) | No | |
| 1722839 | 2.000000 | 8.7.1.3 | 3.1.7.8 (3*83^3 + 6889 + 7*83 + 8) | No |
These are the training products that have the "USB 3.1 GEN 2" tag (processing sequence 3668). 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 |
|---|---|---|---|---|---|---|---|
| 5900 | Accell Nano - USB-C to USB-A 3.1 Gen 2 10Gbps Adapter | 1722839 | none | 1723345 | ADAPTER | ||
| 5941 | Accell USB-C Mobile Multiport Adapter - U241B-001F | 1722333 | RJ45 | 1722839 | HDMI HUBS | ||
| 5981 | Thunderbolt™ 4 Docking Station | -506 | USB-C HUBS, RJ45 | 0 | 8K, SALES |