Fold 1 - Understanding why coefficient -4375660 was selected
Tag: NECKLACES
Selected Coefficient: -4375660
Taxonomy Path: -1.1.16.12
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? |
|---|---|---|---|---|---|
| -4375660 | 0.000000 | -1.1.16.12 | -12.16.1.1 (-(12*71^3 + 16*71^2 + 71 + 1)) | Yes |
These are the training products that have the "NECKLACES" tag (processing sequence 1748). 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 |
|---|---|---|---|---|---|---|---|
| 1467 | Aquamarine Trapeze | -4375660 | SILVER, BLUE | 0 | none |