Fold 0 - Understanding why coefficient 6951085 was selected
Tag: CLEARANCE SALE
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6951085 | 1.000147 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 661428 | 1.000147 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| 27640 | 1.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CLEARANCE SALE" tag (processing sequence 4715). 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 |
|---|---|---|---|---|---|---|---|
| 31417 | Dakota Top | Gray Label | 6951085 | SIZE M/L, AUTUMN HUES | 0 | none | ||
| 4036 | Multi-Flora Embroidered Top | 661428 | none | -6289657 | none | ||
| 4046 | Flora Embroidered frock | 27640 | none | -6923445 | none | ||
| 31405 | Sadie Fluffy Sweater | Cobalt Blue | 0 | SIZE M/L, WINTER HUES, AUTUMN HUES | -6951085 | none |