Fold 0 - Understanding why coefficient -2248358 was selected
Tag: SOEUR
Selected Coefficient: -2248358
Taxonomy Path: -1.1.20.6
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -2248358 | 1.000000 | -1.1.20.6 | -6.20.1.1 (-(6*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| -1109020 | 1.000000 | -0.0.7.3 | -3.7.0.0 (-(3*71^3 + 7*71^2)) | No |
These are the training products that have the "SOEUR" tag (processing sequence 2119). 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 |
|---|---|---|---|---|---|---|---|
| 862 | Cuba Cardi | -1109020 | EUROPEAN BRANDS, EUROPEAN CLOTHING | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | |
| 960 | Harry Trousers | -2248358 | JEANS, EUROPEAN BRANDS, EUROPEAN CLOTHING | 0 | none |