Fold 1 - Understanding why coefficient 1839447 was selected
Tag: AOP CLOTHING
Selected Coefficient: 1839447
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
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? |
|---|---|---|---|---|---|
| 1839447 | 1.000290 | 1.1.18.3 | 3.18.1.1 (3*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 27640 | 1.000435 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 103419 | 1.000435 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 5578). 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 |
|---|---|---|---|---|---|---|---|
| 5418 | Wiley Red Streaks - Crew Socks - large W white on red | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | SOCKS | |
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | SOCKS | |
| 227 | Rock Candy - Women's Skater Skirt | 103419 | none | -1736028 | ASSEMBLED IN THE USA | ||
| 14171 | T-Shirt Dress | 27640 | none | -1811807 | none | ||
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS | -1839447 | PANTS, TROUSERS, ACTIVEWEAR, ASSEMBLED IN THE USA, BOTTOMS |