Fold 1 - Understanding why coefficient 280249499 was selected
Tag: STICKER PACKS
Selected Coefficient: 280249499
Taxonomy Path: 3.2.1.2.11
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 280249499 | 1.000000 | 3.2.1.2.11 | 11.2.1.2.3 (11*71^4 + 2*71^3 + 5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | Yes |
| 280244313 | 4.000000 | 0.0.0.2.11 | 11.2.0.0.0 (11*71^4 + 2*71^3) | No |
These are the training products that have the "STICKER PACKS" tag (processing sequence 1270). 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 |
|---|---|---|---|---|---|---|---|
| 3976 | Chippewar Nation Sticker Pack | 280249499 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 3993 | Elements Sticker Pack | 280249499 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 4056 | Sister's Sticker Pack | 280249499 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 4060 | Tarantino Series Sticker Pack | 280249499 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 3956 | 80's Cult Classics Sticker Pack | 280244313 | 80'S CULT CLASSIC'S SERIES | -5186 | none |