Fold 4 - Understanding why coefficient 1805002 was selected
Tag: OUT-OF-STOCK-POLICE
Selected Coefficient: 1805002
Taxonomy Path: 1.1.13.3
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? |
|---|---|---|---|---|---|
| 1805002 | 1.000000 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 928 | 2.000000 | 15.11 | 11.15 (11*83 + 15) | No |
These are the training products that have the "OUT-OF-STOCK-POLICE" tag (processing sequence 3617). 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 |
|---|---|---|---|---|---|---|---|
| 31223 | Neutral cropped cardigan - size XS | 1805002 | none | 0 | PCLAUDINE | ||
| 31267 | Black sparkly ribbed cardigan - size L | 1805002 | none | 0 | PRENEE | ||
| 31279 | White and Blue Striped Shopping Cotton Tote Bag | 928 | none | -1804074 | none |