Fold 0 - Understanding why coefficient 37605 was selected
Tag: ABRICOT ATELIER
Selected Coefficient: 37605
Taxonomy Path: 1.2.6
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Belts
Products with this tag: 12
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 37605 | 6.037975 | 1.2.6 | 6.2.1 (6*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Belts | Yes |
| 25044 | 6.038135 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 93695 | 6.038295 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| -5972637 | 8.000481 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| -3938071 | 8.000481 | -0.0.78.7 | -7.78.0.0 (-(7*79^3 + 78*79^2)) | No | |
| -2465195 | 8.000481 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| 5404706 | 8.000481 | 0.0.76.10 | 10.76.0.0 (10*79^3 + 76*79^2) | No | |
| 5 | 11.000000 | 5 | 5 (5) | Bundles | No |
| 1042 | 11.000000 | 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 369). 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 | 5367101 | none | ||
| 6804 | Gonna Alberobello | 93695 | Apparel & Accessories > Clothing > Skirts | none | 56090 | UN'ESTATE ITALIANA | |
| 6828 | Cintura Quadrata | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 6826 | Cintura Antichità | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 6827 | Cintura Ovale | 37605 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 6811 | Abitino Firenze | 25044 | Apparel & Accessories > Clothing > Dresses | none | -12561 | UN'ESTATE ITALIANA | |
| 6714 | Maxi Abito Taormina | 25044 | Apparel & Accessories > Clothing > Dresses | none | -12561 | UN'ESTATE ITALIANA | |
| 6821 | Tote bag Pride and Prejudice | 1042 | Luggage & Bags > Tote Bags | none | -36563 | none | |
| 6802 | Box Caldo Abbraccio | 5 | Bundles | none | -37600 | none | |
| 6710 | Camicia "Via con me" | -2465195 | ABBIGLIAMENTO | -2502800 | PRIMAVERA | ||
| 6818 | Shorts Wickham | -3938071 | ABBIGLIAMENTO | -3975676 | none | ||
| 6709 | Abito Emily | -5972637 | ABBIGLIAMENTO | -6010242 | ESTATE |