Fold 0 - Understanding why coefficient 34944 was selected
Tag: WITCHY
Selected Coefficient: 34944
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 34944 | 0.000000 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
These are the training products that have the "WITCHY" tag (processing sequence 1573). 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 |
|---|---|---|---|---|---|---|---|
| 12526 | WITCH'S KNUCKLE DUSTER PENDANT | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 12527 | THE SINNER HEART PENDANT | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 12538 | FUCK YOU HEART PENDANT | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 12539 | CELESTIAL PENDANT | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none |