Fold 3 - Understanding why coefficient -18723 was selected
Tag: CADENA
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -18723 | 1.000320 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 12482 | 1.000320 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| 56644 | 3.000000 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
These are the training products that have the "CADENA" tag (processing sequence 909). 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 |
|---|---|---|---|---|---|---|---|
| 13526 | Solum Colgante Oro Mediano | 56644 | Apparel & Accessories > Jewelry > Rings | COLGANTE | 75367 | none | |
| 13553 | Solum - Collar Plata | 12482 | PLATA | 31205 | none | ||
| 13377 | Solum Colgante Plata Mediano | 0 | PLATA, COLGANTE | 18723 | none | ||
| 13187 | MINIMAL GOLD - Pulsera Corazón | -18723 | PLATA | 0 | PULSERA |