Fold 3 - Understanding why coefficient 429443371 was selected
Tag: STICKER
Selected Coefficient: 429443371
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: 11
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 429443371 | 1.000000 | 3.2.1.2.11 | 11.2.1.2.3 (11*79^4 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | Yes |
| 39942561 | 1.000000 | 3.2.1.2.1 | 1.2.1.2.3 (38950081 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Paper | No |
| 5 | 10.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "STICKER" tag (processing sequence 1835). 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 |
|---|---|---|---|---|---|---|---|
| 11080 | Spinning Through Time | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11050 | Salish Sasaquatch | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11051 | Raven's Call | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11052 | Unity Pride | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11053 | Two Spirit Feather | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11061 | We're Open | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11062 | Dancer | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11069 | Wild Wolves | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 11070 | Support Local Artists | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none | 0 | none | |
| 19818 | Holographic Echinacea Sticker | 39942561 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Paper | none | -389500810 | MERCHANDISE, TREE | |
| 10869 | Kush Kittie Media Kit | 5 | Bundles | none | -429443366 | KUSH KITTIE |