Fold 4 - Understanding why coefficient 1164543 was selected
Tag: ALL OVER PRINT
Selected Coefficient: 1164543
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1164543 | 3.028169 | 1.1.18.3 | 3.18.1.1 (3*71^3 + 18*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 143 | 3.056338 | 1.2 | 2.1 (2*71 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 40897 | 3.056338 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| 15351 | 6.000000 | 15.3.3 | 3.3.15 (3*71^2 + 3*71 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "ALL OVER PRINT" tag (processing sequence 388). 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 |
|---|---|---|---|---|---|---|---|
| 5430 | Wiley Red Streaks - Crew Socks - red on white | 1164543 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | SOCKS | |
| 5418 | Wiley Red Streaks - Crew Socks - large W white on red | 1164543 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | SOCKS | |
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 1164543 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 0 | SOCKS | |
| 496 | Colored Witchy Women's Low Top Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | -1123646 | AOP, SUBLIMATION | |
| 249 | Accessory Pouch | 15351 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | -1149192 | AOP, MADE IN USA, SUBLIMATION | |
| 278 | Alycia Mikay Makeup Bag | 15351 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | -1149192 | none | |
| 5417 | Wiley Red Streaks - Crew Socks - large W red on white | 143 | Apparel & Accessories > Clothing Accessories | none | -1164400 | SOCKS | |
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS | -1164543 | BOTTOMS, MADE IN USA, PANTS, SUBLIMATION, TROUSERS |