Fold 4 - Understanding why coefficient -633788 was selected
Tag: AZULES
Selected Coefficient: -633788
Taxonomy Path: -0.0.9.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -633788 | 3.000145 | -0.0.9.1 | -1.9.0.0 (-(571787 + 9*83^2)) | Yes | |
| 98347364 | 3.000145 | 0.0.0.6.2 | 2.6.0.0.0 (2*83^4 + 6*83^3) | No | |
| -661428 | 4.000000 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | No | |
| 845 | 4.000000 | 15.10 | 10.15 (10*83 + 15) | No | |
| 329176919 | 4.000000 | 81.80.57.77.6 | 6.77.57.80.81 (6*83^4 + 77*83^3 + 57*83^2 + 80*83 + 81) | No |
These are the training products that have the "AZULES" tag (processing sequence 6947). 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 |
|---|---|---|---|---|---|---|---|
| 25005 | Blazer | 329176919 | JEANS, BLAZERS, ROPA | 329810707 | none | ||
| 25046 | Camisa | 98347364 | ROPA | 98981152 | none | ||
| 25032 | Bolso | 845 | none | 634633 | none | ||
| 25008 | Vestido | -633788 | ROPA | 0 | none | ||
| 25043 | Cárdigan | -661428 | CARDIGANS, ROPA | -27640 | none |