Fold 1 - Understanding why coefficient 2248358 was selected
Tag: SWIM SUIT
Selected Coefficient: 2248358
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2248358 | 1.000201 | 1.1.20.6 | 6.20.1.1 (6*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 7974934 | 1.000201 | 1.1.20.22 | 22.20.1.1 (22*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 10843263 | 1.000397 | 1.1.21.30 | 30.21.1.1 (30*71^3 + 21*71^2 + 71 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SWIM SUIT" tag (processing sequence 1296). 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 |
|---|---|---|---|---|---|---|---|
| 810 | Always Fits Sunny One-piece | 10843263 | GOOD AMERICAN | 8594905 | none | ||
| 1038 | Papaia | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES, ITALIAN | 5726576 | none | |
| 1066 | Susan Set | 2248358 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES, ITALIAN | 0 | none | |
| 995 | Laila | 0 | CUTE, EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES, ITALIAN | -2248358 | none |