Fold 2 - Understanding why coefficient 20236 was selected
Tag: 2022 SWIM
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 20236 | 0.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2248358 | 0.000198 | 1.1.20.6 | 6.20.1.1 (6*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
These are the training products that have the "2022 SWIM" tag (processing sequence 277). 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 |
|---|---|---|---|---|---|---|---|
| 7657 | Swim - Core Support Bikini Bottom - Black | 2248358 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 2228122 | COLOURGROUP-BLACK, STYLE-SWIM | |
| 7668 | Shirt Dress - Chambray | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none |