Fold 0 - 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: 13
Unique residual values tried: 10
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 | 6.028566 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 75687 | 6.028963 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 423516 | 6.028963 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 30389 | 6.070423 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| 3921898 | 9.000595 | 0.0.68.10 | 10.68.0.0 (10*71^3 + 68*71^2) | No | |
| -3937021 | 9.000595 | -0.0.0.11 | -11.0.0.0 (-(11*71^3)) | No | |
| -2858247 | 9.000595 | -0.0.70.7 | -7.70.0.0 (-(7*71^3 + 70*71^2)) | No | |
| -4340301 | 9.000595 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| 5 | 12.000000 | 5 | 5 (5) | Bundles | No |
| 938 | 12.000000 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "ABRICOT ATELIER" tag (processing sequence 353). 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 |
|---|---|---|---|---|---|---|---|
| 6816 | Pantaloni Fritz | 3921898 | ABBIGLIAMENTO SOSTENIBILE | 3901662 | none | ||
| 6801 | Blusa Venezia | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 403280 | none | |
| 6804 | Gonna Alberobello | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | none | |
| 6828 | Cintura Quadrata | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 10153 | UNICI | |
| 6827 | Cintura Ovale | 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 | |
| 6821 | Tote bag Pride and Prejudice | 938 | Luggage & Bags > Tote Bags | none | -19298 | UNICI | |
| 6802 | Box Caldo Abbraccio | 5 | Bundles | none | -20231 | none | |
| 6818 | Shorts Wickham | -2858247 | ABBIGLIAMENTO | -2878483 | none | ||
| 6820 | Top Vienna | -3937021 | ABBIGLIAMENTO | -3957257 | ESTATE | ||
| 6709 | Abito Emily | -4340301 | ABBIGLIAMENTO | -4360537 | ESTATE |