Fold 4 - Understanding why coefficient -35288 was selected
Tag: MADE IN USA
Selected Coefficient: -35288
Taxonomy Path: -1.0.7
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? |
|---|---|---|---|---|---|
| -35288 | 1.000000 | -1.0.7 | -7.0.1 (-(7*71^2 + 1)) | Yes | |
| 1149192 | 1.000000 | 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 963). 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 | 1184480 | none | ||
| 268 | High Waisted Yoga Leggings | -35288 | LEGGINGS, TROUSERS, ACTIVEWEAR, ALL OVER PRINT, BOTTOMS | 0 | none |