Fold 0 - Understanding why coefficient 10971758 was selected
Tag: SWIMSUIT
Selected Coefficient: 10971758
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
Products with this tag: 2
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 | 1.000000 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | Yes |
| 21462949 | 1.000000 | 71.1.42.43 | 43.42.1.71 (43*79^3 + 42*79^2 + 79 + 71) | No |
These are the training products that have the "SWIMSUIT" tag (processing sequence 2854). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 21462949 | EASY, FLATTERING, FUN, ONE SIZE | 10491191 | none | ||
| 14295 | Backless One Piece Sexy Thong Swimsuit | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none |