Fold 1 - Understanding why coefficient 1149192 was selected
Tag: AOP CLOTHING
Selected Coefficient: 1149192
Taxonomy Path: 57.68.14.3
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? |
|---|---|---|---|---|---|
| 1149192 | 2.000000 | 57.68.14.3 | 3.14.68.57 (3*71^3 + 14*71^2 + 68*71 + 57) | Yes | |
| -3543980 | 3.000000 | -15.2.64.9 | -9.64.2.15 (-(9*71^3 + 64*71^2 + 2*71 + 15)) | No | |
| 504087 | 3.000000 | 58.70.28.1 | 1.28.70.58 (357911 + 28*71^2 + 70*71 + 58) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 225). 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 | 1149192 | ACCESSORIES, ALL OVER PRINT | 0 | none | ||
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 1149192 | ACCESSORIES, ALL OVER PRINT | 0 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | 504087 | ALL OVER PRINT | -645105 | MADE IN USA | ||
| 268 | High Waisted Yoga Leggings | -3543980 | LEGGINGS, TROUSERS, ACTIVEWEAR, ALL OVER PRINT | -4693172 | BOTTOMS, MADE IN USA |