Fold 1 - Understanding why coefficient -2540665 was selected
Tag: MADE IN USA
Selected Coefficient: -2540665
Taxonomy Path: -1.0.7.7
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -2540665 | 2.000000 | -1.0.7.7 | -7.7.0.1 (-(7*71^3 + 7*71^2 + 1)) | Yes | |
| -645105 | 2.000000 | -70.68.56.1 | -1.56.68.70 (-(357911 + 56*71^2 + 68*71 + 70)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "MADE IN USA" tag (processing sequence 969). 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 |
|---|---|---|---|---|---|---|---|
| 249 | Accessory Pouch | 0 | ACCESSORIES, ALL OVER PRINT | 2540665 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | -645105 | ALL OVER PRINT, AOP CLOTHING | 1895560 | none | ||
| 268 | High Waisted Yoga Leggings | -2540665 | LEGGINGS, TROUSERS, ACTIVEWEAR, ALL OVER PRINT, AOP CLOTHING, BOTTOMS | 0 | none |