Fold 0 - Understanding why coefficient 8 was selected
Tag: BCREGS
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 8 | 1.000000 | 8 | 8 (8) | Electronics | Yes |
| 100342 | 1.000000 | 12.6.16 | 16.6.12 (16*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | No |
These are the training products that have the "BCREGS" tag (processing sequence 3126). 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 |
|---|---|---|---|---|---|---|---|
| 8391 | Stainless Steel Pocket Clip | 100342 | Hardware > Hardware Accessories > Hooks, Buckles & Fasteners | none | 100334 | none | |
| 8438 | Resin + Stainless Steel Hybrid 510 Drip Tip | 8 | Electronics | none | 0 | none |