Fold 3 - Understanding why coefficient 55538 was selected
Tag: HIGH SPEED
Selected Coefficient: 55538
Taxonomy Path: 16.1.11
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 55538 | 0.000000 | 16.1.11 | 11.1.16 (11*71^2 + 71 + 16) | Yes |
These are the training products that have the "HIGH SPEED" tag (processing sequence 1478). 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 |
|---|---|---|---|---|---|---|---|
| 5983 | USB4 40Gbps Cable | 55538 | 8K, APPLE | 0 | none |