Fold 4 - Understanding why coefficient 40328 was selected
Tag: GAZZY BY GAZZO
Selected Coefficient: 40328
Taxonomy Path: 0.0.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 40328 | 2.000000 | 0.0.8 | 8.0.0 (8*71^2) | Yes | |
| 1149192 | 2.000000 | 57.68.14.3 | 3.14.68.57 (3*71^3 + 14*71^2 + 68*71 + 57) | No | |
| 407353200 | 2.000000 | 1.1.10.2.16 | 16.2.10.1.1 (16*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
These are the training products that have the "GAZZY BY GAZZO" tag (processing sequence 780). 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 |
|---|---|---|---|---|---|---|---|
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 407353200 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 407312872 | JACKETS | |
| 1470 | Bass Coast x Gazzy Canvas Tote | 1149192 | ACCESSORIES, ACCESSORY, BAGS | 1108864 | none | ||
| 1478 | Black Gumball Board Shorts | 40328 | APPAREL, BOTTOMS | 0 | none |