Fold 4 - Understanding why coefficient 8046520 was selected
Tag: SHOES & SOCKS
Selected Coefficient: 8046520
Taxonomy Path: 2.2.6.14
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 8046520 | 0.000000 | 2.2.6.14 | 14.6.2.2 (14*83^3 + 6*83^2 + 2*83 + 2) | Yes |
These are the training products that have the "SHOES & SOCKS" tag (processing sequence 208). 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 |
|---|---|---|---|---|---|---|---|
| 10731 | Funky Anti-Slip Dog Boots | 8046520 | none | 0 | none | ||
| 10747 | Cute Wee Dog Boots | 8046520 | none | 0 | none | ||
| 10748 | Non-Slip Durable Boots | 8046520 | none | 0 | none | ||
| 10753 | Strawberry Kiss Dog Boots | 8046520 | none | 0 | none | ||
| 10755 | Double Strap Durable Dog Boots | 8046520 | none | 0 | none | ||
| 10756 | Pretty Plaid Boots | 8046520 | none | 0 | none | ||
| 10767 | Buck Skin Dog Boots | 8046520 | none | 0 | none | ||
| 10795 | Suede & Fleece Dog Boots | 8046520 | none | 0 | none | ||
| 11200 | Gold Heart Dog Boots | 8046520 | none | 0 | none | ||
| 11259 | Waterproof Dog Shoes 8 Sizes | 8046520 | none | 0 | none | ||
| 11260 | Small Dog Shoes | 8046520 | none | 0 | none | ||
| 11354 | Soft Air Mesh Boots | 8046520 | none | 0 | none |