Fold 4 - Understanding why coefficient -9411428 was selected
Tag: SOEUR
Selected Coefficient: -9411428
Taxonomy Path: -0.0.7.19
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? |
|---|---|---|---|---|---|
| -9411428 | 1.000160 | -0.0.7.19 | -19.7.0.0 (-(19*79^3 + 7*79^2)) | Yes | |
| 1479117 | 1.000160 | 0.0.0.3 | 3.0.0.0 (3*79^3) | No | |
| -10971758 | 2.000000 | -1.1.20.22 | -22.20.1.1 (-(22*79^3 + 20*79^2 + 79 + 1)) | No |
These are the training products that have the "SOEUR" tag (processing sequence 2724). 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 |
|---|---|---|---|---|---|---|---|
| 1074 | Ucello Shorts | 1479117 | SHORTS | 10890545 | none | ||
| 862 | Cuba Cardi | -9411428 | EUROPEAN BRANDS | 0 | none | ||
| 960 | Harry Trousers | -10971758 | JEANS, EUROPEAN BRANDS | -1560330 | none |