Fold 3 - Understanding why coefficient -3286733 was selected
Tag: MADE IN USA
Selected Coefficient: -3286733
Taxonomy Path: -1.0.13.9
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? |
|---|---|---|---|---|---|
| -3286733 | 2.000000 | -1.0.13.9 | -9.13.0.1 (-(9*71^3 + 13*71^2 + 1)) | Yes | |
| -645105 | 2.000000 | -70.68.56.1 | -1.56.68.70 (-(357911 + 56*71^2 + 68*71 + 70)) | No | |
| 1149192 | 2.000000 | 57.68.14.3 | 3.14.68.57 (3*71^3 + 14*71^2 + 68*71 + 57) | No |
These are the training products that have the "MADE IN USA" tag (processing sequence 977). 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 | 1149192 | ACCESSORIES, ALL OVER PRINT, AOP, BAGS | 4435925 | SUBLIMATION | ||
| 227 | Rock Candy - Women's Skater Skirt | -645105 | ALL OVER PRINT | 2641628 | SUBLIMATION | ||
| 268 | High Waisted Yoga Leggings | -3286733 | LEGGINGS, ALL OVER PRINT, BOTTOMS | 0 | PANTS, SUBLIMATION, TROUSERS |