Fold 2 - Understanding why coefficient -9148592 was selected
Tag: ITALIAN
Selected Coefficient: -9148592
Taxonomy Path: -0.0.0.16
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -9148592 | 3.000000 | -0.0.0.16 | -16.0.0.0 (-(16*83^3)) | Yes | |
| -12717178 | 3.000002 | -1.1.20.22 | -22.20.1.1 (-(22*83^3 + 20*83^2 + 83 + 1)) | No | |
| -3568586 | 3.000003 | -1.1.20.6 | -6.20.1.1 (-(6*83^3 + 20*83^2 + 83 + 1)) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 4580). 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 | -3568586 | ONE PIECE, SWIM | 5580006 | none | ||
| 841 | Brigitte Set: Orange | -9148592 | SWIMSUITS | 0 | SWIM SUIT, EUROPEAN CLOTHING | ||
| 1066 | Susan Set | -9148592 | SWIMSUITS | 0 | SWIM SUIT, EUROPEAN CLOTHING | ||
| 1071 | The Longboarder | -9148592 | SWIMSUITS | 0 | SWIM SUIT, EUROPEAN CLOTHING | ||
| 995 | Laila | -12717178 | ONE PIECE, SWIMSUITS | -3568586 | SWIM SUIT, EUROPEAN CLOTHING, FUN | ||
| 1038 | Papaia | -12717178 | ONE PIECE, SWIMSUITS | -3568586 | SWIM SUIT, EUROPEAN CLOTHING |