Fold 3 - Understanding why coefficient -3083134 was selected
Tag: EUROPEAN CLOTHING
Selected Coefficient: -3083134
Taxonomy Path: -1.1.20.6
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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 | 4.000162 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| 0 | 4.000162 | 0 | 0 (0) | No | |
| -5055290 | 4.000164 | -1.1.20.10 | -10.20.1.1 (-(10*79^3 + 20*79^2 + 79 + 1)) | No | |
| 7888624 | 4.000164 | 0.0.0.16 | 16.0.0.0 (16*79^3) | No | |
| -1591535 | 4.000481 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | No | |
| -2508882 | 4.000481 | -0.0.7.5 | -5.7.0.0 (-(5*79^3 + 7*79^2)) | No |
These are the training products that have the "EUROPEAN CLOTHING" tag (processing sequence 1311). 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 | 7888624 | EUROPEAN BRANDS | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | ITALIAN, ONE SIZE | |
| 1071 | The Longboarder | 0 | EUROPEAN BRANDS | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | ITALIAN | |
| 1066 | Susan Set | 0 | EUROPEAN BRANDS | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | ITALIAN | |
| 841 | Brigitte Set: Orange | -1591535 | ORANGE, EUROPEAN BRANDS | 1491599 | ITALIAN | ||
| 1003 | Madagascar Shirt | -2508882 | EUROPEAN BRANDS | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 960 | Harry Trousers | -3083134 | JEANS, EUROPEAN BRANDS | 0 | none | ||
| 856 | City | -3083134 | ESSENTIEL ANTWERP, EUROPEAN BRANDS | 0 | none | ||
| 869 | Daosa T-shirt | -5055290 | ESSENTIEL ANTWERP, EUROPEAN BRANDS | -1972156 | none |