Fold 0 - Understanding why coefficient 14778 was selected
Tag: BEDDING
Selected Coefficient: 14778
Taxonomy Path: 4.12.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 14778 | 1.000000 | 4.12.2 | 2.12.4 (2*83^2 + 12*83 + 4) | Yes | |
| 1212548 | 1.000000 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "BEDDING" tag (processing sequence 4950). 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 |
|---|---|---|---|---|---|---|---|
| 33194 | Willow Wellness Hoodie Blanket | 1212548 | none | 1197770 | MERCHANDISE | ||
| 18830 | Koala Organic Cotton Muslin Swaddle | 14778 | none | 0 | BABY, SHOWER GIFT |