Fold 0 - Understanding why coefficient 151725 was selected
Tag: SALE AW23
Selected Coefficient: 151725
Taxonomy Path: 1.2.22
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 151725 | 0.000290 | 1.2.22 | 22.2.1 (22*83^2 + 2*83 + 1) | Yes | |
| 1260854 | 0.000435 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "SALE AW23" tag (processing sequence 3996). 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 |
|---|---|---|---|---|---|---|---|
| 11129 | Kids Beanie AW22 | 1260854 | none | 1109129 | 100% MERINO INTERLOCK, AW22 | ||
| 11132 | Beanie AW22 | 1260854 | none | 1109129 | 100% MERINO INTERLOCK, AW22 | ||
| 11128 | Kids Neckwarmer AW22 | 151725 | none | 0 | 100% MERINO INTERLOCK, AW22 | ||
| 11131 | Neckwarmer AW22 | 151725 | none | 0 | 100% MERINO INTERLOCK, AW22 | ||
| 11154 | Kids Neckwarmer AW21 | 151725 | none | 0 | 100% MERINO INTERLOCK, AW21 |