Fold 0 - Understanding why coefficient -9148592 was selected
Tag: ITALIAN
Selected Coefficient: -9148592
Taxonomy Path: -0.0.0.16
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -9148592 | 1.000000 | -0.0.0.16 | -16.0.0.0 (-(16*83^3)) | Yes | |
| -12717178 | 3.000000 | -1.1.20.22 | -22.20.1.1 (-(22*83^3 + 20*83^2 + 83 + 1)) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 3013). 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 |
|---|---|---|---|---|---|---|---|
| 841 | Brigitte Set: Orange | -9148592 | SWIMSUITS | 0 | none | ||
| 1066 | Susan Set | -9148592 | SWIMSUITS | 0 | none | ||
| 1071 | The Longboarder | -9148592 | SWIMSUITS | 0 | none | ||
| 995 | Laila | -12717178 | ONE PIECE, SWIMSUITS | -3568586 | FUN |