Fold 0 - Understanding why coefficient 1212548 was selected
Tag: LAYERS
Selected Coefficient: 1212548
Taxonomy Path: 1.1.10.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1212548 | 1.000145 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 523254079 | 1.000145 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 1756779 | 1.000290 | 1.1.6.3 | 3.6.1.1 (3*83^3 + 6*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LAYERS" tag (processing sequence 6692). 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 |
|---|---|---|---|---|---|---|---|
| 9686 | Step Into Purpose Lavender Blazer | 523254079 | none | 522041531 | none | ||
| 9411 | Neon Hot Pink Criss Cross Bralette | 1756779 | none | 544231 | none | ||
| 9781 | Natures Best Ivory Blazer | 1212548 | none | 0 | none | ||
| 9480 | Good Times Fuchsia Cardigan | 0 | CARDIGANS | -1212548 | none |