Fold 3 - Understanding why coefficient -4025525 was selected
Tag: FEMALE
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 4
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 | 5.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 17 | 7.000000 | 17 | 17 (17) | Media | No |
| 78886016 | 7.000000 | 13.76.78.1.2 | 2.1.78.76.13 (2*79^4 + 493039 + 78*79^2 + 76*79 + 13) | No |
These are the training products that have the "FEMALE" tag (processing sequence 3819). 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 | 78886016 | CATS | 82911541 | none | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 17 | Media | none | 4025542 | none | |
| 20435 | WONTON Floral Paradise dress | 0 | DRESS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | GIRLS | |
| 20427 | WONTON Easter Bunny female onesie | 0 | HOOD | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 20428 | WONTON Easter Bunny female onesie | 0 | HOOD | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 1460 | Aniela Dress in Blush | -4025525 | DRESSES, APPAREL | 0 | none | ||
| 1526 | 60s Floral Jacquard Dress | -4025525 | DRESSES, APPAREL | 0 | none | ||
| 1484 | Zoe Dress in Gingham | -4025525 | DRESSES, APPAREL | 0 | none |