Fold 4 - Understanding why coefficient -3957257 was selected
Tag: ESTATE
Selected Coefficient: -3957257
Taxonomy Path: -1.1.4.11
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? |
|---|---|---|---|---|---|
| -3957257 | 0.000000 | -1.1.4.11 | -11.4.1.1 (-(11*71^3 + 4*71^2 + 71 + 1)) | Yes |
These are the training products that have the "ESTATE" tag (processing sequence 1102). 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 |
|---|---|---|---|---|---|---|---|
| 6820 | Top Vienna | -3957257 | ABBIGLIAMENTO, ABRICOT ATELIER | 0 | none |