Fold 1 - Understanding why coefficient 2097056 was selected
Tag: ROYAL
Selected Coefficient: 2097056
Taxonomy Path: 1.1.20.4
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swim Briefs
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 2097056 | 0.000000 | 1.1.20.4 | 4.20.1.1 (4*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | Yes |
These are the training products that have the "ROYAL" tag (processing sequence 1336). 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 |
|---|---|---|---|---|---|---|---|
| 15244 | CALCINHA Maui Bic | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | CALCINHAP | |
| 15259 | CALCINHA Monaco Bic | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | 0 | CALCINHAP, MÔNACO |