Fold 1 - Understanding why coefficient 2505377 was selected
Tag: EUROPEAN STYLES
Selected Coefficient: 2505377
Taxonomy Path: 0.0.0.7
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 2505377 | 3.000006 | 0.0.0.7 | 7.0.0.0 (7*71^3) | Yes | |
| 0 | 3.000008 | 0 | 0 (0) | No | |
| 3937021 | 3.000008 | 0.0.0.11 | 11.0.0.0 (11*71^3) | No | |
| 2248358 | 4.000201 | 1.1.20.6 | 6.20.1.1 (6*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 7974934 | 4.000201 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 423516 | 4.000397 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "EUROPEAN STYLES" tag (processing sequence 706). 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 | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | EUROPEAN BRANDS, EUROPEAN CLOTHING | 5469557 | ITALIAN, SWIM SUIT | |
| 856 | City | 3937021 | ESSENTIEL ANTWERP, EUROPEAN BRANDS, EUROPEAN CLOTHING | 1431644 | SWEATERS | ||
| 869 | Daosa T-shirt | 2505377 | ESSENTIEL ANTWERP, EUROPEAN BRANDS, EUROPEAN CLOTHING | 0 | none | ||
| 1018 | Monalisa Vert | 2505377 | EUROPEAN BRANDS | 0 | none | ||
| 1066 | Susan Set | 2248358 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | EUROPEAN BRANDS, EUROPEAN CLOTHING | -257019 | ITALIAN, SWIM SUIT | |
| 1003 | Madagascar Shirt | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | EUROPEAN BRANDS, EUROPEAN CLOTHING | -2081861 | none | |
| 995 | Laila | 0 | CUTE, EUROPEAN BRANDS, EUROPEAN CLOTHING | -2505377 | ITALIAN, SWIM SUIT |