Fold 2 - Understanding why coefficient 5997681 was selected
Tag: MAGLIONE SOSTENIBILE
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 5997681 | 0.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1560330 | 0.000008 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
These are the training products that have the "MAGLIONE SOSTENIBILE" tag (processing sequence 1930). 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 |
|---|---|---|---|---|---|---|---|
| 6730 | Coprispalle Netherfield in seta | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | MAGLIERIA | |
| 6807 | Maglioncino Mirò | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6809 | Maglione Nevicata | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6810 | Maglione Nuvola | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6829 | Cardigan Longbourn | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -4437351 | MAGLIERIA |