Fold 1 - Understanding why coefficient 661428 was selected
Tag: EUROPEAN CLOTHING
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 2376789 | 5.000003 | 1.1.13.4 | 4.13.1.1 (4*83^3 + 13*83^2 + 83 + 1) | No | |
| 661428 | 5.000003 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 6951085 | 5.000003 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 2900437 | 6.000000 | 2.2.6.5 | 5.6.2.2 (5*83^3 + 6*83^2 + 2*83 + 2) | No | |
| 0 | 6.000002 | 0 | 0 (0) | No | |
| 571787 | 6.000002 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 6469023 | 7.000000 | 3.3.26.11 | 11.26.3.3 (11*83^3 + 26*83^2 + 3*83 + 3) | No |
These are the training products that have the "EUROPEAN CLOTHING" tag (processing sequence 6636). 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 |
|---|---|---|---|---|---|---|---|
| 856 | City | 6951085 | none | 6289657 | EUROPEAN STYLES | ||
| 1071 | The Longboarder | 6469023 | SWIMSUITS, ITALIAN, SWIM SUIT | 5807595 | EUROPEAN STYLES | ||
| 995 | Laila | 2900437 | ONE PIECE, SWIMSUITS, ITALIAN, SWIM SUIT | 2239009 | EUROPEAN STYLES | ||
| 1038 | Papaia | 2900437 | ONE PIECE, SWIMSUITS, ITALIAN, SWIM SUIT | 2239009 | EUROPEAN STYLES | ||
| 862 | Cuba Cardi | 2376789 | SOEUR | 1715361 | EUROPEAN STYLES | ||
| 1003 | Madagascar Shirt | 661428 | none | 0 | EUROPEAN STYLES | ||
| 960 | Harry Trousers | 571787 | JEANS, SOEUR | -89641 | EUROPEAN STYLES | ||
| 869 | Daosa T-shirt | 0 | TOPS | -661428 | OFF WHITE, EUROPEAN STYLES, SEQUINS |