Fold 4 - Understanding why coefficient 45796 was selected
Tag: BRIGHT
Selected Coefficient: 45796
Taxonomy Path: 1.6.9
Taxonomy Name: Apparel & Accessories > Jewelry > Rings
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 45796 | 0.028169 | 1.6.9 | 9.6.1 (9*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Rings | Yes |
| 20236 | 0.028367 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 1139338 | 0.028367 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
These are the training products that have the "BRIGHT" tag (processing sequence 515). 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 |
|---|---|---|---|---|---|---|---|
| 1021 | Moss Stripe Cardi | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 1093542 | RETRO | |
| 236 | Stack Ring ~ Combo 7 | 45796 | Apparel & Accessories > Jewelry > Rings | none | 0 | none | |
| 285 | Stack Ring ~ Combo 3 | 45796 | Apparel & Accessories > Jewelry > Rings | none | 0 | none | |
| 903 | Dottie | 20236 | Apparel & Accessories > Clothing > Dresses | none | -25560 | FLATTERING |