Fold 4 - Understanding why coefficient -1109020 was selected
Tag: SOEUR
Selected Coefficient: -1109020
Taxonomy Path: -0.0.7.3
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? |
|---|---|---|---|---|---|
| -1109020 | 0.000201 | -0.0.7.3 | -3.7.0.0 (-(3*71^3 + 7*71^2)) | Yes | |
| 2112179 | 0.000201 | 0.0.64.5 | 5.64.0.0 (5*71^3 + 64*71^2) | No | |
| 1073733 | 0.000397 | 0.0.0.3 | 3.0.0.0 (3*71^3) | No |
These are the training products that have the "SOEUR" tag (processing sequence 2110). 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 |
|---|---|---|---|---|---|---|---|
| 960 | Harry Trousers | 2112179 | JEANS, EUROPEAN BRANDS | 3221199 | none | ||
| 1074 | Ucello Shorts | 1073733 | SHORTS | 2182753 | none | ||
| 862 | Cuba Cardi | -1109020 | EUROPEAN BRANDS | 0 | none |