Fold 4 - Understanding why coefficient -4181630 was selected
Tag: ATHLEISURE
Selected Coefficient: -4181630
Taxonomy Path: -2.2.38.8
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -4181630 | 1.000000 | -2.2.38.8 | -8.38.2.2 (-(8*79^3 + 38*79^2 + 2*79 + 2)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ATHLEISURE" tag (processing sequence 3122). 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 |
|---|---|---|---|---|---|---|---|
| 5886 | Vintage Black Oversized Sweatshirt | 0 | GRAPHIC PRINT | 4181630 | OVERSIZED, PREMIUM, PLANT | ||
| 1478 | Black Gumball Board Shorts | -4181630 | 90'S, ATHLETIC, SWIM | 0 | none |