Fold 0 - Understanding why coefficient 15550 was selected
Tag: SUMMER JEWELRY
Selected Coefficient: 15550
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 15550 | 1.000000 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| -1522039 | 3.000000 | -12.66.17.4 | -4.17.66.12 (-(4*71^3 + 17*71^2 + 66*71 + 12)) | No |
These are the training products that have the "SUMMER JEWELRY" tag (processing sequence 1300). 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 |
|---|---|---|---|---|---|---|---|
| 1645 | Water Lily Cuff - Green Strawberry Quartz | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 1676 | Flower Crown Cuff - Turquoise | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 1677 | Primrose Cuff - Turquoise | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 1660 | Water Lily Drop Earrings - Green Strawberry Quartz | -1522039 | PRE-ORDER | -1537589 | none |