Fold 0 - Understanding why coefficient 1441750 was selected
Tag: TUP
Selected Coefficient: 1441750
Taxonomy Path: 0.1.73.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1441750 | 1.012658 | 0.1.73.2 | 2.73.1.0 (2*79^3 + 73*79^2 + 79) | Yes | |
| 41327902 | 1.012658 | 0.0.65.4.1 | 1.4.65.0.0 (38950081 + 4*79^3 + 65*79^2) | No | |
| 3083134 | 2.000000 | 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 "TUP" tag (processing sequence 4113). 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 |
|---|---|---|---|---|---|---|---|
| 15420 | CALCINHA Monaco Uva | 41327902 | CALCINHAGG | 39886152 | none | ||
| 15564 | CALCINHA Paris Preto | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 1641384 | none | |
| 15539 | SCRUNCHIES | 1441750 | 10PORCENTO | 0 | none |