Fold 0 - Understanding why coefficient 75863 was selected
Tag: NEW-EDITION-FASHION
Selected Coefficient: 75863
Taxonomy Path: 1.1.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 75863 | 0.000145 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | Yes | |
| 702762 | 0.000435 | 1.1.19.1 | 1.19.1.1 (571787 + 19*83^2 + 83 + 1) | No |
These are the training products that have the "NEW-EDITION-FASHION" tag (processing sequence 3039). 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 |
|---|---|---|---|---|---|---|---|
| 11844 | 03/10/23 | 702762 | none | 626899 | none | ||
| 10407 | 03/09/23 | 75863 | none | 0 | none | ||
| 11833 | 03/11/23 | 75863 | none | 0 | none | ||
| 11880 | 03/06/23 | 75863 | none | 0 | none |