Fold 2 - Understanding why coefficient 6241 was selected
Tag: ASSEMBLED IN THE USA
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6241 | 2.000160 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 12482 | 2.000160 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| -15627784 | 3.000000 | -4.4.55.31 | -31.55.4.4 (-(31*79^3 + 55*79^2 + 4*79 + 4)) | No | |
| -1042 | 3.000000 | -15.13 | -13.15 (-(13*79 + 15)) | No |
These are the training products that have the "ASSEMBLED IN THE USA" tag (processing sequence 4356). 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 |
|---|---|---|---|---|---|---|---|
| 252 | Coral Sun Accessory Pouch | 12482 | POUCHES | 6241 | ALL OVER PRINT | ||
| 13936 | Wagified Bestie Pouch | 6241 | POUCHES | 0 | ALL OVER PRINT | ||
| 249 | Accessory Pouch | -1042 | POUCHES, BAGS | -7283 | ALL OVER PRINT | ||
| 268 | High Waisted Yoga Leggings | -15627784 | LEGGINGS, WOMEN'S CLOTHING, PANTS, TROUSERS, AOP CLOTHING, SPORTSWEAR | -15634025 | ALL OVER PRINT, BOTTOMS |