Fold 3 - Understanding why coefficient -2465195 was selected
Tag: ABRICOT ATELIER
Selected Coefficient: -2465195
Taxonomy Path: -0.0.0.5
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| -2465195 | 8.000483 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | Yes | |
| -5423429 | 8.000483 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No | |
| -5972637 | 8.000641 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| -3938071 | 8.000641 | -0.0.78.7 | -7.78.0.0 (-(7*79^3 + 78*79^2)) | No | |
| 5404706 | 8.000641 | 0.0.76.10 | 10.76.0.0 (10*79^3 + 76*79^2) | No | |
| 25044 | 8.025477 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 574252 | 8.025637 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 37605 | 8.037975 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| 5 | 12.000000 | 5 | 5 (5) | Bundles | No |
| 1042 | 12.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| -586734 | 12.000000 | -1.1.15.1 | -1.15.1.1 (-(493039 + 15*79^2 + 79 + 1)) | No |
These are the training products that have the "ABRICOT ATELIER" 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 |
|---|---|---|---|---|---|---|---|
| 6816 | Pantaloni Fritz | 5404706 | ABBIGLIAMENTO SOSTENIBILE | 7869901 | none | ||
| 6801 | Blusa Venezia | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | UN'ESTATE ITALIANA |
| 6828 | Cintura Quadrata | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 2502800 | UNICI | |
| 6827 | Cintura Ovale | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 2502800 | UNICI | |
| 6714 | Maxi Abito Taormina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 2490239 | UN'ESTATE ITALIANA | |
| 6708 | Abito elegante Varenna | 25044 | Apparel & Accessories > Clothing > Dresses | none | 2490239 | UN'ESTATE ITALIANA | |
| 6821 | Tote bag Pride and Prejudice | 1042 | Luggage & Bags > Tote Bags | none | 2466237 | UNICI | |
| 6802 | Box Caldo Abbraccio | 5 | Bundles | none | 2465200 | none | |
| 6817 | Pantalone in velluto Mr. Bennet | -586734 | SHORTS, ABBIGLIAMENTO | 1878461 | none | ||
| 6710 | Camicia "Via con me" | -2465195 | ABBIGLIAMENTO | 0 | PRIMAVERA | ||
| 6818 | Shorts Wickham | -3938071 | ABBIGLIAMENTO | -1472876 | none | ||
| 6820 | Top Vienna | -5423429 | ABBIGLIAMENTO | -2958234 | ESTATE | ||
| 6709 | Abito Emily | -5972637 | ABBIGLIAMENTO | -3507442 | ESTATE |