Fold 2 - Understanding why coefficient 55523 was selected
Tag: JOGGERS
Selected Coefficient: 55523
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 55523 | 0.000595 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| 2565941 | 0.000793 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
These are the training products that have the "JOGGERS" tag (processing sequence 32). 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 |
|---|---|---|---|---|---|---|---|
| 4451 | Tribal Top Men's Joggers | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2510418 | none | |
| 4312 | Tribal Cloth Men's Joggers | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2510418 | none | |
| 5220 | Airbrush Pink Lightning Joggers Design | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2510418 | BOTTOMS, NEON | |
| 5176 | Airbrush 1995 Crop Top And Jogger Set | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 5081 | Airbrush 1995 Crop Top And Jogger Set | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none | |
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | none |