Fold 3 - Understanding why coefficient -4025525 was selected
Tag: GAZZY BY GAZZO
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4025525 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 568 | 3.000000 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| 5498401 | 3.000000 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "GAZZY BY GAZZO" tag (processing sequence 4329). 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 |
|---|---|---|---|---|---|---|---|
| 1479 | Black Gumball Star Bra | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | SPORTS BRA, ATHLETIC, LIFE | 9523926 | none | |
| 1472 | Bass Coast x Gazzy Fanny Pack | 568 | Luggage & Bags > Fanny Packs | none | 4026093 | none | |
| 1478 | Black Gumball Board Shorts | 0 | 90'S, ATHLETIC, SWIM, PANTS, APPAREL, LIFE | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BOTTOMS | |
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | -4025525 | JACKETS, TOPS | 0 | none |