Fold 3 - 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: 6
Unique residual values tried: 4
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 | 3.000002 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | Yes |
| 2097056 | 3.000004 | 1.1.20.4 | 4.20.1.1 (4*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | No |
| -986078 | 4.000000 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| -3083134 | 5.000000 | -1.1.20.6 | -6.20.1.1 (-(6*79^3 + 20*79^2 + 79 + 1)) | No |
These are the training products that have the "AZUL BEBE" tag (processing sequence 3065). 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 | |
| 15423 | CALCINHA Paris Celeste | 2097056 | Apparel & Accessories > Clothing > Swimwear > Swim Briefs | none | -9860780 | none | |
| 15234 | CALCINHA Capri Sky | -986078 | CALCINHA | -12943914 | none | ||
| 15243 | CALCINHA Laguna Sky | -986078 | CALCINHA | -12943914 | none | ||
| 15414 | CALCINHA Monaco Celeste | -3083134 | CALCINHAM, CALCINHAGG | -15040970 | none |