Fold 3 - Understanding why coefficient -1109020 was selected
Tag: SOEUR
Selected Coefficient: -1109020
Taxonomy Path: -0.0.7.3
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? |
|---|---|---|---|---|---|
| -1109020 | 0.000198 | -0.0.7.3 | -3.7.0.0 (-(3*71^3 + 7*71^2)) | Yes | |
| -756150 | 0.000198 | -0.0.8.2 | -2.8.0.0 (-(2*71^3 + 8*71^2)) | No |
These are the training products that have the "SOEUR" tag (processing sequence 1261). 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 | -756150 | EUROPEAN BRANDS | 352870 | none | ||
| 862 | Cuba Cardi | -1109020 | EUROPEAN BRANDS | 0 | none |