Fold 1 - Understanding why coefficient -12482 was selected
Tag: NATALE
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -12482 | 2.000320 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| 37921 | 4.000160 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 50403 | 4.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "NATALE" tag (processing sequence 3046). 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 |
|---|---|---|---|---|---|---|---|
| 6725 | Collana Gemma di gioia | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 62885 | Apparel & Accessories > Jewelry > Watch Accessories | none |
| 6814 | Orecchini Goccia di Rugiada | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 50403 | Apparel & Accessories > Jewelry > Necklaces | none |
| 6736 | Collana Bocciolo di rosa | 0 | REGALO DI SAN VALENTINO PER LEI | 12482 | none | ||
| 6803 | Collana Piccolo Bocciolo di rosa magenta | 0 | REGALO DI SAN VALENTINO PER LEI | 12482 | none | ||
| 6813 | Orecchini Bocciolo di Rosa | -12482 | REGALO DI SAN VALENTINO PER LEI | 0 | none | ||
| 6815 | Orecchini Ranuncolo | -12482 | REGALO DI SAN VALENTINO PER LEI | 0 | none |