Fold 1 - Understanding why coefficient 571787 was selected
Tag: WEDDING COLLECTION
Selected Coefficient: 571787
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 571787 | 1.000002 | 0.0.0.1 | 1.0.0.0 (571787) | Yes | |
| 0 | 1.000003 | 0 | 0 (0) | No | |
| 1206074 | 3.000000 | 1.6.9.2 | 2.9.6.1 (2*83^3 + 9*83^2 + 6*83 + 1) | No |
These are the training products that have the "WEDDING COLLECTION" tag (processing sequence 4936). 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 |
|---|---|---|---|---|---|---|---|
| 20680 | Elena Emerald and Diamond Ring | 1206074 | none | 634287 | OVAL | ||
| 20658 | Ava Band Diamond Ring | 571787 | STACKING RING | 0 | none | ||
| 20671 | Kylie Diamond Band Ring | 571787 | STACKING RING | 0 | none | ||
| 20976 | Baguette Diamond Bar Necklace | 0 | NECKLACE | -571787 | none |