Fold 4 - Understanding why coefficient 19356 was selected
Tag: 5.5
Selected Coefficient: 19356
Taxonomy Path: 1.8.3
Taxonomy Name: Apparel & Accessories > Shoes > Boots
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 19356 | 1.000320 | 1.8.3 | 3.8.1 (3*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Boots | Yes |
| 63043 | 1.000320 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "5.5" tag (processing sequence 328). 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 |
|---|---|---|---|---|---|---|---|
| 11329 | Ruduki 1.0 | 63043 | Apparel & Accessories > Shoes > Heels | none | 43687 | none | |
| 11330 | Harline | 63043 | Apparel & Accessories > Shoes > Heels | none | 43687 | none | |
| 11328 | Brinkley | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 11343 | Havasu Vegan Leather | 19356 | Apparel & Accessories > Shoes > Boots | none | 0 | none | |
| 14346 | Plane Jane Platform Heels | 0 | 10 | -19356 | 9, 2023 |