Fold 0 - Understanding why coefficient -7259113 was selected
Tag: MADE IN USA
Selected Coefficient: -7259113
Taxonomy Path: -2.1.20.20
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -7259113 | 1.000000 | -2.1.20.20 | -20.20.1.2 (-(20*71^3 + 20*71^2 + 71 + 2)) | Yes | |
| -645105 | 1.000000 | -70.68.56.1 | -1.56.68.70 (-(357911 + 56*71^2 + 68*71 + 70)) | No |
These are the training products that have the "MADE IN USA" tag (processing sequence 982). 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 |
|---|---|---|---|---|---|---|---|
| 227 | Rock Candy - Women's Skater Skirt | -645105 | ALL OVER PRINT | 6614008 | none | ||
| 268 | High Waisted Yoga Leggings | -7259113 | LEGGINGS, TROUSERS, ACTIVEWEAR, ALL OVER PRINT, BOTTOMS | 0 | none |