Fold 2 - Understanding why coefficient -1098496 was selected
Tag: ATHLEISURE
Selected Coefficient: -1098496
Taxonomy Path: -1.1.18.2
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? |
|---|---|---|---|---|---|
| -1098496 | 1.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ATHLEISURE" tag (processing sequence 3157). 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 | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | OVERSIZED, PREMIUM, OUTERWEAR | |
| 1478 | Black Gumball Board Shorts | -1098496 | 90'S, ATHLETIC | 0 | SWIM, LIFE |