Fold 0 - Understanding why coefficient 3573998 was selected
Tag: AOP CLOTHING
Selected Coefficient: 3573998
Taxonomy Path: 0.70.69.9
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? |
|---|---|---|---|---|---|
| 3573998 | 1.028169 | 0.70.69.9 | 9.69.70.0 (9*71^3 + 69*71^2 + 70*71) | Yes | |
| 0 | 1.028367 | 0 | 0 (0) | No | |
| 2409598 | 1.028367 | 0.0.52.6 | 6.52.0.0 (6*71^3 + 52*71^2) | No | |
| -4073272 | 4.000000 | -2.2.27.11 | -11.27.2.2 (-(11*71^3 + 27*71^2 + 2*71 + 2)) | No |
These are the training products that have the "AOP CLOTHING" tag (processing sequence 432). 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 | 3573998 | ACCESSORIES, ALL OVER PRINT | 0 | SOCKS | ||
| 5431 | Wiley Red Streaks - Crew Socks - white on red | 3573998 | ACCESSORIES, ALL OVER PRINT | 0 | SOCKS | ||
| 5417 | Wiley Red Streaks - Crew Socks - large W red on white | 2409598 | ACCESSORIES, ALL OVER PRINT | -1164400 | SOCKS | ||
| 227 | Rock Candy - Women's Skater Skirt | 0 | ALL OVER PRINT | -3573998 | MADE IN USA | ||
| 268 | High Waisted Yoga Leggings | -4073272 | LEGGINGS, TROUSERS, ALL OVER PRINT | -7647270 | BOTTOMS, MADE IN USA, PANTS |