Fold 4 - Understanding why coefficient 1491998 was selected
Tag: AWARD WINNER
Selected Coefficient: 1491998
Taxonomy Path: 4.5.2.3
Taxonomy Name: Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 1491998 | 0.000000 | 4.5.2.3 | 3.2.5.4 (3*79^3 + 2*79^2 + 5*79 + 4) | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | Yes |
These are the training products that have the "AWARD WINNER" tag (processing sequence 1394). 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 |
|---|---|---|---|---|---|---|---|
| 8135 | Plan Toys Roller | 1491998 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | none | 0 | PLAN-TOYS, 10-25 |