Fold 2 - Understanding why coefficient 25044 was selected
Tag: ABRICOT ATELIER
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 25044 | 7.038295 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 7.038616 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 93695 | 7.038616 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 37605 | 7.063291 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | No |
| -2465195 | 11.000322 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| -5423429 | 11.000322 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No | |
| -5972637 | 11.000481 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| 5404706 | 11.000481 | 0.0.76.10 | 10.76.0.0 (10*79^3 + 76*79^2) | No | |
| 5 | 14.000000 | 5 | 5 (5) | Bundles | No |
| -586734 | 14.000000 | -1.1.15.1 | -1.15.1.1 (-(493039 + 15*79^2 + 79 + 1)) | No | |
| 1042 | 14.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "ABRICOT ATELIER" tag (processing sequence 360). 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 | 5379662 | none | ||
| 6801 | Blusa Venezia | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | none | |
| 6804 | Gonna Alberobello | 93695 | Apparel & Accessories > Clothing > Skirts | none | 68651 | none | |
| 6827 | Cintura Ovale | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 12561 | UNICI | |
| 6828 | Cintura Quadrata | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 12561 | UNICI | |
| 6826 | Cintura Antichità | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 12561 | UNICI | |
| 6811 | Abitino Firenze | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6714 | Maxi Abito Taormina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6708 | Abito elegante Varenna | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6821 | Tote bag Pride and Prejudice | 1042 | Luggage & Bags > Tote Bags | none | -24002 | UNICI | |
| 6802 | Box Caldo Abbraccio | 5 | Bundles | none | -25039 | none | |
| 6817 | Pantalone in velluto Mr. Bennet | -586734 | SHORTS, ABBIGLIAMENTO | -611778 | none | ||
| 6710 | Camicia "Via con me" | -2465195 | ABBIGLIAMENTO | -2490239 | none | ||
| 6820 | Top Vienna | -5423429 | ABBIGLIAMENTO | -5448473 | ESTATE | ||
| 6709 | Abito Emily | -5972637 | ABBIGLIAMENTO | -5997681 | ESTATE |