Fold 4 - Understanding why coefficient 10971758 was selected
Tag: SWIMSUITS SWIM
Selected Coefficient: 10971758
Taxonomy Path: 1.1.20.22
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits
Products with this tag: 9
Unique residual values tried: 3
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 | 0.000166 | 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 | 0.000170 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 3532486 | 0.001282 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "SWIMSUITS SWIM" tag (processing sequence 2899). 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 |
|---|---|---|---|---|---|---|---|
| 15690 | Cindy | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15990 | Victor | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15993 | Weekday | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15688 | Christian D | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15705 | Louis V | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 0 | none | |
| 15691 | Cover up Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -7439272 | none | |
| 15693 | Diva5 | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15683 | Bandana | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none | |
| 15711 | Mint | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -7888624 | none |