Fold 1 - Understanding why coefficient 6951085 was selected
Tag: GIGI
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 6951085 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| -41833 | 2.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No |
These are the training products that have the "GIGI" tag (processing sequence 3551). 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 |
|---|---|---|---|---|---|---|---|
| 31471 | Gigi Poncho | Charcoal | 6951085 | none | 0 | none | ||
| 31472 | Gigi Poncho | Oatmeal | 6951085 | none | 0 | none | ||
| 25911 | Gigi Earrings | -41833 | STUD, HOOP, EARRINGS, SCANDI CHIC | -6992918 | STICK |