Fold 3 - Understanding why coefficient 3083134 was selected
Tag: ITALIAN
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3083134 | 2.000002 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 10971758 | 2.000004 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 1491599 | 4.000000 | 0.0.2.3 | 3.2.0.0 (3*79^3 + 2*79^2) | No | |
| 9835736 | 4.000000 | 78.77.74.19 | 19.74.77.78 (19*79^3 + 74*79^2 + 77*79 + 78) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 1795). 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 |
|---|---|---|---|---|---|---|---|
| 1038 | Papaia | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | EUROPEAN BRANDS, EUROPEAN CLOTHING | 7888624 | ONE SIZE | |
| 1059 | Showpony | 9835736 | FASHION, BEACH | 6752602 | none | ||
| 1066 | Susan Set | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | EUROPEAN BRANDS, EUROPEAN CLOTHING | 0 | none | |
| 1071 | The Longboarder | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | EUROPEAN BRANDS, EUROPEAN CLOTHING | 0 | none | |
| 841 | Brigitte Set: Orange | 1491599 | ORANGE, EUROPEAN BRANDS, EUROPEAN CLOTHING | -1591535 | none |