Fold 0 - Understanding why coefficient -204699746 was selected
Tag: BIOLÓGICO
Selected Coefficient: -204699746
Taxonomy Path: -0.0.0.26.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -204699746 | 1.000147 | -0.0.0.26.4 | -4.26.0.0.0 (-(4*83^4 + 26*83^3)) | Yes | |
| 0 | 1.000147 | 0 | 0 (0) | No | |
| -206931782 | 1.000290 | -0.0.75.29.4 | -4.29.75.0.0 (-(4*83^4 + 29*83^3 + 75*83^2)) | No | |
| 682186 | 3.000000 | 9.2.16.1 | 1.16.2.9 (571787 + 16*83^2 + 2*83 + 9) | No |
These are the training products that have the "BIOLÓGICO" tag (processing sequence 6655). 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 |
|---|---|---|---|---|---|---|---|
| 8557 | Semillas de Mukhwas Verdes Bio 125g | 682186 | none | 205381932 | none | ||
| 6075 | Miel de Eucalipto Bio 470g | 0 | SIN AZÚCAR AÑADIDO | 204699746 | none | ||
| 28277 | Mezcla para Postres Sin Gluten Bio 500g | -204699746 | SIN AZÚCAR AÑADIDO | 0 | none | ||
| 19386 | Semillas de Lino Dorado Bio 250g | -206931782 | SIN AZÚCAR AÑADIDO | -2232036 | none |