Fold 0 - Understanding why coefficient 41501 was selected
Tag: OUT-OF-STOCK-POLICE
Selected Coefficient: 41501
Taxonomy Path: 1.2.6
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? |
|---|---|---|---|---|---|
| 41501 | 2.012048 | 1.2.6 | 6.2.1 (6*83^2 + 2*83 + 1) | Yes | |
| 1805002 | 2.012048 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 928 | 3.000000 | 15.11 | 11.15 (11*83 + 15) | No |
These are the training products that have the "OUT-OF-STOCK-POLICE" tag (processing sequence 4827). 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 |
|---|---|---|---|---|---|---|---|
| 31267 | Black sparkly ribbed cardigan - size L | 1805002 | none | 1763501 | none | ||
| 31280 | Neutral belt with silver G buckle | 41501 | none | 0 | none | ||
| 31279 | White and Blue Striped Shopping Cotton Tote Bag | 928 | none | -40573 | none | ||
| 31223 | Neutral cropped cardigan - size XS | 0 | SISABELLA090323 | -41501 | PCLAUDINE |