Fold 4 - Understanding why coefficient 2797683 was selected
Tag: ITALIAN
Selected Coefficient: 2797683
Taxonomy Path: 70.69.57.7
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2797683 | 2.000003 | 70.69.57.7 | 7.57.69.70 (7*71^3 + 57*71^2 + 69*71 + 70) | Yes | |
| 4229327 | 2.000006 | 70.69.57.11 | 11.57.69.70 (11*71^3 + 57*71^2 + 69*71 + 70) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 1487). 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 | 4229327 | BLACK, BEACH | 1431644 | SWIM | ||
| 995 | Laila | 2797683 | BLACK, EUROPEAN BRANDS | 0 | none | ||
| 1038 | Papaia | 2797683 | BLACK, EUROPEAN BRANDS | 0 | none | ||
| 841 | Brigitte Set: Orange | 0 | EUROPEAN BRANDS | -2797683 | none | ||
| 1071 | The Longboarder | 0 | EUROPEAN BRANDS | -2797683 | none |