Fold 0 - Understanding why coefficient 11957836 was selected
Tag: AZUL BEBE
Selected Coefficient: 11957836
Taxonomy Path: 1.1.20.24
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swimwear Tops
Products with this tag: 10
Unique residual values tried: 6
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 | 5.000004 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | Yes |
| 2097056 | 5.000008 | 1.1.20.4 | 4.20.1.1 (4*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | No |
| 3083134 | 5.000008 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | No |
| 0 | 6.000002 | 0 | 0 (0) | No | |
| -986078 | 6.000006 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| -2097056 | 9.000000 | -1.1.20.4 | -4.20.1.1 (-(4*79^3 + 20*79^2 + 79 + 1)) | No |
These are the training products that have the "AZUL BEBE" tag (processing sequence 3621). 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 |
|---|---|---|---|---|---|---|---|
| 15544 | TOP Laguna Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15559 | TOP Monaco Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15555 | TOP Maui Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15245 | CALCINHA Maui Celeste | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | -8874702 | none | |
| 15423 | CALCINHA Paris Celeste | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | -9860780 | none | |
| 15418 | CALCINHA Monaco Sky | 0 | CALCINHA | -11957836 | none | ||
| 15546 | TOP Maui Celeste | 0 | TOPGG | -11957836 | none | ||
| 15255 | CALCINHA Maui Sky | 0 | CALCINHA | -11957836 | none | ||
| 15234 | CALCINHA Capri Sky | -986078 | CALCINHA | -12943914 | none | ||
| 15414 | CALCINHA Monaco Celeste | -2097056 | CALCINHAM, CALCINHAGG | -14054892 | none |