Fold 0 - Understanding why coefficient 4360537 was selected
Tag: ABBIGLIAMENTO
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 4360537 | 0.000604 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 1139338 | 0.000615 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 423516 | 0.000617 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 20236 | 0.002182 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 1502290 | 0.002182 | 1.1.14.4 | 4.14.1.1 (4*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
| 4683161 | 0.002182 | 1.1.6.13 | 13.6.1.1 (13*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | No |
These are the training products that have the "ABBIGLIAMENTO" tag (processing sequence 350). 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 | 4683161 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 322624 | none | |
| 6809 | Maglione Nevicata | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6810 | Maglione Nuvola | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6730 | Coprispalle Netherfield in seta | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | MAGLIERIA | |
| 6806 | Maglioncino Cielo | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6807 | Maglioncino Mirò | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 6808 | Maglioncino Pemberley | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | MAGLIERIA | |
| 6818 | Shorts Wickham | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | -2858247 | ABRICOT ATELIER | |
| 6829 | Cardigan Longbourn | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -3221199 | MAGLIERIA | |
| 6726 | Coprispalle Netherfield in lana | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | -3221199 | MAGLIERIA | |
| 6820 | Top Vienna | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | ABRICOT ATELIER, ESTATE | |
| 6709 | Abito Emily | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | ABRICOT ATELIER, ESTATE |