Fold 1 - Understanding why coefficient 441159 was selected
Tag: UZBEKISTAN
Selected Coefficient: 441159
Taxonomy Path: 14.3.64
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 441159 | 0.000000 | 14.3.64 | 64.3.14 (64*83^2 + 3*83 + 14) | Yes |
These are the training products that have the "UZBEKISTAN" tag (processing sequence 833). 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 |
|---|---|---|---|---|---|---|---|
| 19202 | Nobu Cushion - Monaco | 441159 | none | 0 | none | ||
| 19204 | Nobu Cushion - Blue Maze | 441159 | none | 0 | none | ||
| 19320 | Nobu Cushion - Archie | 441159 | none | 0 | none | ||
| 19321 | Nobu Cushion - Fiji | 441159 | none | 0 | none | ||
| 19329 | Nobu Cushion - Sugar Leaf | 441159 | none | 0 | none | ||
| 19330 | Nobu Cushion - Liquorice | 441159 | none | 0 | none |