Fold 2 - Understanding why coefficient 661428 was selected
Tag: AZULES
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 661428 | 4.000147 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 99008792 | 4.000147 | 1.1.13.7.2 | 2.7.13.1.1 (2*83^4 + 7*83^3 + 13*83^2 + 83 + 1) | No | |
| 27640 | 4.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 0 | 4.012193 | 0 | 0 (0) | No | |
| 329927988 | 4.012193 | 0.0.1.79.6 | 6.79.1.0.0 (6*83^4 + 79*83^3 + 6889) | No | |
| 249 | 4.024096 | 0.3 | 3.0 (3*83) | No | |
| -845 | 6.000000 | -15.10 | -10.15 (-(10*83 + 15)) | No |
These are the training products that have the "AZULES" tag (processing sequence 6471). 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 | 329927988 | JEANS, BLAZERS | 329266560 | none | ||
| 25046 | Camisa | 99008792 | none | 98347364 | none | ||
| 25044 | Blusa | 661428 | none | 0 | none | ||
| 25008 | Vestido | 27640 | none | -633788 | none | ||
| 25033 | Bolso | 249 | COMPLEMENTOS | -661179 | none | ||
| 25032 | Bolso | 0 | COMPLEMENTOS | -661428 | none | ||
| 25001 | Bolso | -845 | VERDES, COMPLEMENTOS | -662273 | none |