Fold 4 - Understanding why coefficient 11957836 was selected
Tag: TOPGG
Selected Coefficient: 11957836
Taxonomy Path: 1.1.20.24
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swimwear Tops
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 11957836 | 0.000002 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | Yes |
| 3083134 | 0.000024 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
These are the training products that have the "TOPGG" tag (processing sequence 1624). 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 |
|---|---|---|---|---|---|---|---|
| 15561 | TOP Paris Bic | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | ROYAL | |
| 15542 | TOP Laguna Menta | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15545 | TOP Maui Banana | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | BANANA | |
| 15546 | TOP Maui Celeste | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15548 | TOP Maui Lilás | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | ANARRUGA | |
| 15549 | TOP Maui Maracujá | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15550 | TOP Maui Menta | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15540 | TOP Laguna Banana | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15554 | TOP Maui Pitaya | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15557 | TOP Maui Verde Água | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | ANARRUGA | |
| 15558 | TOP Monaco Fúcsia | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15560 | TOP Monaco Turquesa | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15553 | TOP Maui Oliva | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -8874702 | none |