Fold 4 - Understanding why coefficient -11009284 was selected
Tag: FEMALE
Selected Coefficient: -11009284
Taxonomy Path: -2.2.26.22
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -11009284 | 3.000000 | -2.2.26.22 | -22.26.2.2 (-(22*79^3 + 26*79^2 + 2*79 + 2)) | Yes | |
| -4025525 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 81508351 | 4.000000 | 22.11.25.7.2 | 2.7.25.11.22 (2*79^4 + 7*79^3 + 25*79^2 + 11*79 + 22) | No | |
| 504803472 | 4.000000 | 29.2.68.75.12 | 12.75.68.2.29 (12*79^4 + 75*79^3 + 68*79^2 + 2*79 + 29) | No |
These are the training products that have the "FEMALE" tag (processing sequence 1369). 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 |
|---|---|---|---|---|---|---|---|
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 504803472 | CASUAL, BEAUTY | 515812756 | LIFESTYLE, PORTRAIT | ||
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 81508351 | CANVAS, CATS, DOGS | 92517635 | none | ||
| 1526 | 60s Floral Jacquard Dress | -4025525 | APPAREL, DRESSES | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | WOMAN | |
| 1460 | Aniela Dress in Blush | -11009284 | APPAREL, CLOTHING, DRESSES | 0 | WAREHOUSE SALE, WOMAN | ||
| 1483 | Zoe Dress in Mod Floral | -11009284 | APPAREL, CLOTHING, DRESSES | 0 | none |