Fold 3 - Understanding why coefficient 6241 was selected
Tag: BRIDAL
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 6241 | 1.000000 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 3514566 | 1.000000 | 14.11.10.7 | 7.10.11.14 (7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware | No |
These are the training products that have the "BRIDAL" tag (processing sequence 3140). 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 |
|---|---|---|---|---|---|---|---|
| 9822 | ALC Cake Server Set | 3514566 | Home & Garden > Kitchen & Dining > Tableware > Serveware | none | 3508325 | CLASSIC | |
| 14497 | Siara | 6241 | STYLE_LEHENGA | 0 | none |