Fold 2 - Understanding why coefficient -125193307 was selected
Tag: STYLE-SWIM
Selected Coefficient: -125193307
Taxonomy Path: -1.1.56.65.4
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -125193307 | 0.000000 | -1.1.56.65.4 | -4.65.56.1.1 (-(4*71^4 + 65*71^3 + 56*71^2 + 71 + 1)) | Yes |
These are the training products that have the "STYLE-SWIM" tag (processing sequence 2179). 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 |
|---|---|---|---|---|---|---|---|
| 7657 | Swim - Core Support Bikini Bottom - Black | -125193307 | 2022 SWIM, COLOURGROUP-BLACK | 0 | none |