Fold 1 - Understanding why coefficient -12717178 was selected
Tag: ITALIAN
Selected Coefficient: -12717178
Taxonomy Path: -1.1.20.22
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -12717178 | 2.000000 | -1.1.20.22 | -22.20.1.1 (-(22*83^3 + 20*83^2 + 83 + 1)) | Yes | |
| -9148592 | 2.000002 | -0.0.0.16 | -16.0.0.0 (-(16*83^3)) | No | |
| 0 | 2.000002 | 0 | 0 (0) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 3040). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 0 | ONE PIECE | 12717178 | SWIM | ||
| 1071 | The Longboarder | -9148592 | SWIMSUITS | 3568586 | SWIM SUIT, EUROPEAN CLOTHING, EUROPEAN STYLES | ||
| 995 | Laila | -12717178 | ONE PIECE, SWIMSUITS | 0 | SWIM SUIT, EUROPEAN CLOTHING, EUROPEAN STYLES | ||
| 1038 | Papaia | -12717178 | ONE PIECE, SWIMSUITS | 0 | SWIM SUIT, EUROPEAN CLOTHING, EUROPEAN STYLES |