Fold 3 - Understanding why coefficient 55611 was selected
Tag: TOURMALINE
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 55611 | 1.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOURMALINE" tag (processing sequence 3675). 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 |
|---|---|---|---|---|---|---|---|
| 19316 | Charisma Necklace | 55611 | none | 0 | FRESHWATER PEARLS, ELEGANCE | ||
| 20701 | Appeal Necklace | 55611 | none | 0 | FRESHWATER PEARLS | ||
| 20700 | Appeal Earrings | 0 | DANGLES | -55611 | BESTSELLERS, ELEGANCE |