Fold 3 - Understanding why coefficient -10168499 was selected
Tag: GAZZY BY GAZZO
Selected Coefficient: -10168499
Taxonomy Path: -3.4.65.17
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? |
|---|---|---|---|---|---|
| -10168499 | 2.000000 | -3.4.65.17 | -17.65.4.3 (-(17*83^3 + 65*83^2 + 4*83 + 3)) | Yes | |
| -1508942 | 2.000000 | -2.3.53.2 | -2.53.3.2 (-(2*83^3 + 53*83^2 + 3*83 + 2)) | No | |
| 760545684 | 2.000000 | 1.1.10.2.16 | 16.2.10.1.1 (16*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "GAZZY BY GAZZO" tag (processing sequence 6231). 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 |
|---|---|---|---|---|---|---|---|
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | 760545684 | none | 770714183 | TOPS, JACKETS | ||
| 1479 | Black Gumball Star Bra | -1508942 | SPORTS BRA, ATHLETIC, HIKING | 8659557 | COZY | ||
| 1478 | Black Gumball Board Shorts | -10168499 | ATHLETIC, SWIM, HIKING, PANTS | 0 | WORKOUT, BOTTOMS |