Fold 1 - Understanding why coefficient 18723 was selected
Tag: HOMBRE
Selected Coefficient: 18723
Taxonomy Path: 0.0.3
Taxonomy Name:
Products with this tag: 5
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 | |
| -18723 | 1.000481 | -0.0.3 | -3.0.0 (-(3*79^2)) | No | |
| 0 | 1.000481 | 0 | 0 (0) | No | |
| 1098496 | 4.000000 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | No |
These are the training products that have the "HOMBRE" tag (processing sequence 1681). 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 |
|---|---|---|---|---|---|---|---|
| 10737 | Feetures Medias Elite Ultra Light No Show Tab Unisex | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 1079773 | none | |
| 13449 | Anillo Liso Fechas | 18723 | PLATA | 0 | none | ||
| 13466 | Anillo Texturado Black and White | 18723 | PLATA | 0 | none | ||
| 13494 | Aro Earcuff Grueso | 0 | PLATA | -18723 | ARO | ||
| 13537 | Brazalete texturado Plata | -18723 | PLATA | -37446 | PULSERA, BRAZALETE |