Fold 0 - Understanding why coefficient -4025525 was selected
Tag: FEMALE
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4025525 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -9480222 | 3.000000 | -64.1.18.19 | -19.18.1.64 (-(19*79^3 + 18*79^2 + 79 + 64)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "FEMALE" tag (processing sequence 1368). 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 |
|---|---|---|---|---|---|---|---|
| 1526 | 60s Floral Jacquard Dress | 0 | DRESSES | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | WOMAN | |
| 1483 | Zoe Dress in Mod Floral | -4025525 | CLOTHING, DRESSES | 0 | none | ||
| 1484 | Zoe Dress in Gingham | -4025525 | CLOTHING, DRESSES | 0 | WOMAN | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -9480222 | CASUAL, FASHION, BEAUTY | -5454697 | GIRL, PORTRAIT |