Fold 2 - Understanding why coefficient -4025525 was selected
Tag: FEMALE
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -4025525 | 1.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 82893220 | 2.000000 | 21.3.10.10.2 | 2.10.10.3.21 (2*79^4 + 10*79^3 + 10*79^2 + 3*79 + 21) | No |
These are the training products that have the "FEMALE" tag (processing sequence 1366). 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 |
|---|---|---|---|---|---|---|---|
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 82893220 | CATS, DOGS | 86918745 | none | ||
| 1460 | Aniela Dress in Blush | -4025525 | APPAREL, CLOTHING, DRESSES | 0 | none | ||
| 1484 | Zoe Dress in Gingham | -4025525 | APPAREL, CLOTHING, DRESSES | 0 | none |