Fold 0 - Understanding why coefficient 3083134 was selected
Tag: 2022 SWIM
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 3083134 | 0.000162 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 11957836 | 0.000162 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | No |
| 25044 | 0.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "2022 SWIM" tag (processing sequence 269). 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 |
|---|---|---|---|---|---|---|---|
| 7736 | Swim - Adjustable Bikini Top - Black | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 8874702 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7657 | Swim - Core Support Bikini Bottom - Black | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7668 | Shirt Dress - Chambray | 25044 | Apparel & Accessories > Clothing > Dresses | none | -3058090 | none |