Fold 3 - Understanding why coefficient -4 was selected
Tag: FALL24
Selected Coefficient: -4
Taxonomy Path: -4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4 | 3.000000 | -4 | -4 (-(4)) | Yes | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| 581 | 3.012048 | 0.7 | 7.0 (7*83) | No | |
| 193360615 | 4.000000 | 80.1.14.6.4 | 4.6.14.1.80 (4*83^4 + 6*83^3 + 14*83^2 + 83 + 80) | No |
These are the training products that have the "FALL24" tag (processing sequence 4010). 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 |
|---|---|---|---|---|---|---|---|
| 22026 | Spice :: Mini Traveler Pigtail Set | 193360615 | BTS24 | 193360619 | none | ||
| 22198 | Spice :: Mini Traveler | 581 | BTS24 | 585 | OPTION | ||
| 22200 | Spice :: Traveler | 0 | BTS24 | 4 | none | ||
| 22032 | Chocolate Embroidered Velvet :: Ribbon Pioneer | -4 | BTS24, PIONEER | 0 | none | ||
| 22196 | Spice :: Big Girl Headband | -4 | BTS24, BIG GIRL | 0 | none |