Fold 1 - Understanding why coefficient 277247669038 was selected
Tag: ART SUPPLIES
Selected Coefficient: 277247669038
Taxonomy Path: 3.2.1.2.8.11.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Embellishments & Trims > Sequins & Glitter > Glitter Flakes
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? |
|---|---|---|---|---|---|
| 277247669038 | 0.000000 | 3.2.1.2.8.11.1 | 1.11.8.2.1.2.3 (243087455521 + 11*79^5 + 8*79^4 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Embellishments & Trims > Sequins & Glitter > Glitter Flakes | Yes |
These are the training products that have the "ART SUPPLIES" tag (processing sequence 1295). 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 |
|---|---|---|---|---|---|---|---|
| 6091 | Howard the Duck - Glitter - White Glitter - White Glitter Flakes - White Opalescent Glitter | 277247669038 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Embellishments & Trims > Sequins & Glitter > Glitter Flakes | none | 0 | none |