Fold 1 - Understanding why coefficient 21332 was selected
Tag: 5.5
Selected Coefficient: 21332
Taxonomy Path: 1.8.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 21332 | 1.000145 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | Yes | |
| 69555 | 1.000290 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "5.5" tag (processing sequence 4691). 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 |
|---|---|---|---|---|---|---|---|
| 11330 | Harline | 69555 | none | 48223 | none | ||
| 11328 | Brinkley | 21332 | none | 0 | none | ||
| 11343 | Havasu Vegan Leather | 21332 | none | 0 | none | ||
| 14346 | Plane Jane Platform Heels | 0 | 9 | -21332 | 10 |