Fold 0 - Understanding why coefficient -12482 was selected
Tag: NATALE
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -12482 | 0.013139 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 0.013139 | 0 | 0 (0) | No | |
| 68730 | 0.075949 | 0.1.11 | 11.1.0 (11*79^2 + 79) | No |
These are the training products that have the "NATALE" tag (processing sequence 2119). 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 |
|---|---|---|---|---|---|---|---|
| 6819 | Stola Scozzese | 68730 | ABBIGLIAMENTO SOSTENIBILE | 81212 | none | ||
| 6725 | Collana Gemma di gioia | 0 | GIOIELLI ABRICOT ATELIER | 12482 | none | ||
| 6736 | Collana Bocciolo di rosa | 0 | GIOIELLI ABRICOT ATELIER | 12482 | none | ||
| 6803 | Collana Piccolo Bocciolo di rosa magenta | 0 | GIOIELLI ABRICOT ATELIER | 12482 | none | ||
| 6814 | Orecchini Goccia di Rugiada | -12482 | GIOIELLI ABRICOT ATELIER | 0 | none | ||
| 6815 | Orecchini Ranuncolo | -12482 | GIOIELLI ABRICOT ATELIER | 0 | none | ||
| 6715 | Orecchini Apine | -12482 | GIOIELLI ABRICOT ATELIER | 0 | none |