Fold 4 - Understanding why coefficient 1805002 was selected
Tag: PCLAUDINE
Selected Coefficient: 1805002
Taxonomy Path: 1.1.13.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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 | 1.000145 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 855462326 | 1.000145 | 1.1.10.2.18 | 18.2.10.1.1 (18*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PCLAUDINE" tag (processing sequence 3620). 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 |
|---|---|---|---|---|---|---|---|
| 31181 | Blue jacket - size S | 855462326 | none | 853657324 | MATERIAL_COTTON | ||
| 31240 | Grey cardigan - size S | 1805002 | none | 0 | none | ||
| 31223 | Neutral cropped cardigan - size XS | 0 | OUT-OF-STOCK-POLICE | -1805002 | none |