Fold 0 - Understanding why coefficient 5997681 was selected
Tag: ABBIGLIAMENTO
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 11
Unique residual values tried: 6
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 | 0.000487 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1560330 | 0.000493 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 3532486 | 0.000495 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 25044 | 0.001602 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 2059610 | 0.001602 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
| 6447033 | 0.001602 | 1.1.6.13 | 13.6.1.1 (13*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | No |
These are the training products that have the "ABBIGLIAMENTO" tag (processing sequence 366). 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 |
|---|---|---|---|---|---|---|---|
| 6716 | Sottoveste Camille | 6447033 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 449352 | PRIMAVERA | |
| 6809 | Maglione Nevicata | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6808 | Maglioncino Pemberley | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | MAGLIERIA | |
| 6810 | Maglione Nuvola | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 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 | |
| 6710 | Camicia "Via con me" | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -2465195 | ABRICOT ATELIER, PRIMAVERA | |
| 6818 | Shorts Wickham | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | -3938071 | ABRICOT ATELIER | |
| 6829 | Cardigan Longbourn | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -4437351 | MAGLIERIA | |
| 6726 | Coprispalle Netherfield in lana | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -4437351 | MAGLIERIA | |
| 6709 | Abito Emily | 25044 | Apparel & Accessories > Clothing > Dresses | none | -5972637 | ABRICOT ATELIER, ESTATE |