Fold 0 - Understanding why coefficient 1824842 was selected
Tag: EUROPEAN CLOTHING
Selected Coefficient: 1824842
Taxonomy Path: 0.0.7.5
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 1824842 | 4.000397 | 0.0.7.5 | 5.7.0.0 (5*71^3 + 7*71^2) | Yes | |
| 0 | 4.000400 | 0 | 0 (0) | No | |
| 715822 | 4.000400 | 0.0.0.2 | 2.0.0.0 (2*71^3) | No | |
| 4622525 | 5.000198 | 70.69.64.12 | 12.64.69.70 (12*71^3 + 64*71^2 + 69*71 + 70) | No | |
| -423516 | 5.000397 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | No | |
| 987892 | 7.000000 | 69.68.53.2 | 2.53.68.69 (2*71^3 + 53*71^2 + 68*71 + 69) | No |
These are the training products that have the "EUROPEAN CLOTHING" tag (processing sequence 1117). 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 |
|---|---|---|---|---|---|---|---|
| 995 | Laila | 4622525 | BLACK, EUROPEAN BRANDS | 2797683 | none | ||
| 1038 | Papaia | 4622525 | BLACK, EUROPEAN BRANDS | 2797683 | none | ||
| 1066 | Susan Set | 1824842 | EUROPEAN BRANDS | 0 | none | ||
| 841 | Brigitte Set: Orange | 1824842 | EUROPEAN BRANDS | 0 | none | ||
| 856 | City | 987892 | VALENTINE'S DAY, ESSENTIEL ANTWERP, EUROPEAN BRANDS | -836950 | none | ||
| 862 | Cuba Cardi | 715822 | EUROPEAN BRANDS | -1109020 | SOEUR | ||
| 1003 | Madagascar Shirt | 0 | EUROPEAN BRANDS | -1824842 | none | ||
| 960 | Harry Trousers | -423516 | JEANS, EUROPEAN BRANDS | -2248358 | SOEUR |