Fold 4 - Understanding why coefficient 20236 was selected
Tag: ABRICOT ATELIER
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 10
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 20236 | 4.014481 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 423516 | 4.014878 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 75687 | 4.014878 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 30389 | 4.070423 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| -3937021 | 7.000201 | -0.0.0.11 | -11.0.0.0 (-(11*71^3)) | No | |
| -1789555 | 7.000201 | -0.0.0.5 | -5.0.0.0 (-(5*71^3)) | No | |
| -2858247 | 7.000397 | -0.0.70.7 | -7.70.0.0 (-(7*71^3 + 70*71^2)) | No | |
| -433598 | 9.000000 | -1.1.15.1 | -1.15.1.1 (-(357911 + 15*71^2 + 71 + 1)) | No |
These are the training products that have the "ABRICOT ATELIER" tag (processing sequence 344). 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 |
|---|---|---|---|---|---|---|---|
| 6801 | Blusa Venezia | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 403280 | none | |
| 6804 | Gonna Alberobello | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | none | |
| 6826 | Cintura Antichità | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 10153 | UNICI | |
| 6811 | Abitino Firenze | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6714 | Maxi Abito Taormina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6708 | Abito elegante Varenna | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6817 | Pantalone in velluto Mr. Bennet | -433598 | SHORTS, ABBIGLIAMENTO | -453834 | none | ||
| 6710 | Camicia "Via con me" | -1789555 | ABBIGLIAMENTO | -1809791 | none | ||
| 6818 | Shorts Wickham | -2858247 | ABBIGLIAMENTO | -2878483 | none | ||
| 6820 | Top Vienna | -3937021 | ABBIGLIAMENTO | -3957257 | ESTATE |