Fold 4 - Understanding why coefficient 3083134 was selected
Tag: CALCINHA
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3083134 | 0.000004 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 2097056 | 0.000006 | 1.1.20.4 | 4.20.1.1 (4*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | No |
These are the training products that have the "CALCINHA" tag (processing sequence 2636). 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 |
|---|---|---|---|---|---|---|---|
| 15246 | CALCINHA Maui Chiclete | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | DREAM | |
| 15255 | CALCINHA Maui Sky | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | DREAM | |
| 15418 | CALCINHA Monaco Sky | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | DREAM | |
| 15234 | CALCINHA Capri Sky | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | -986078 | DREAM | |
| 15243 | CALCINHA Laguna Sky | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | -986078 | DREAM |