Fold 0 - Understanding why coefficient 50979 was selected
Tag: BASE X
Selected Coefficient: 50979
Taxonomy Path: 1.8.10
Taxonomy Name: Apparel & Accessories > Shoes > Heels
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 50979 | 0.000198 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | Yes |
| 15692 | 0.000595 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | No |
These are the training products that have the "BASE X" tag (processing sequence 478). 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 |
|---|---|---|---|---|---|---|---|
| 646 | Bz1801X Women | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 730 | Bz3804X Women | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 1055 | Bz5805X Women | 50979 | Apparel & Accessories > Shoes > Heels | none | 0 | none | |
| 764 | Bz4902X Women | 15692 | Apparel & Accessories > Shoes > Boots | none | -35287 | none |