Fold 2 - Understanding why coefficient 10971758 was selected
Tag: SWIMSUITS
Selected Coefficient: 10971758
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
Products with this tag: 20
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 10971758 | 0.000012 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | Yes |
| 3083134 | 0.000028 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
These are the training products that have the "SWIMSUITS" tag (processing sequence 2281). 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 | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15715 | Pink Louis V | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15976 | PINKYY | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15977 | Power Blue | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15982 | Sheer pink | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15991 | Vintage Swimsuit | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15995 | Yellow | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 995 | Laila | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | ITALIAN, FUN | |
| 1038 | Papaia | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | ITALIAN | |
| 15687 | CC Swimsuit | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15700 | Gucii | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15702 | Jean Louis V Swimsuit | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15713 | Orange | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15714 | Pink | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 841 | Brigitte Set: Orange | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | ITALIAN | |
| 15699 | Goldie | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15712 | Moon Light | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 1066 | Susan Set | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | ITALIAN | |
| 15979 | Red Fendi | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15696 | Get you some | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none |