Fold 0 - Understanding why coefficient -3997585 was selected
Tag: SWIM
Selected Coefficient: -3997585
Taxonomy Path: -1.1.12.11
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? |
|---|---|---|---|---|---|
| -3997585 | 0.000000 | -1.1.12.11 | -11.12.1.1 (-(11*71^3 + 12*71^2 + 71 + 1)) | Yes |
These are the training products that have the "SWIM" tag (processing sequence 2208). 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 |
|---|---|---|---|---|---|---|---|
| 1478 | Black Gumball Board Shorts | -3997585 | BOTTOMS, GAZZY BY GAZZO, PANTS | 0 | none |