Fold 0 - Understanding why coefficient 4663937 was selected
Tag: NEGRAS
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4663937 | 2.000002 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 2.000003 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| 249 | 3.012048 | 0.3 | 3.0 (3*83) | No |
These are the training products that have the "NEGRAS" tag (processing sequence 5669). 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 |
|---|---|---|---|---|---|---|---|
| 25004 | Top | 5235724 | none | 571787 | none | ||
| 25028 | Camiseta | 4663937 | none | 0 | none | ||
| 25035 | Camiseta | 4663937 | none | 0 | none | ||
| 25006 | Bolso | 249 | BOLSOS | -4663688 | none | ||
| 25027 | Bolso | 0 | BOLSOS | -4663937 | none |