Fold 4 - Understanding why coefficient 55777 was selected
Tag: MEN SHOE
Selected Coefficient: 55777
Taxonomy Path: 1.8.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 55777 | 0.000000 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | Yes |
These are the training products that have the "MEN SHOE" tag (processing sequence 1161). 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 |
|---|---|---|---|---|---|---|---|
| 32051 | Intrepid Low Top Sneaker | 55777 | none | 0 | none | ||
| 32054 | Jude Jogger sneakers | 55777 | none | 0 | none | ||
| 32096 | Lunar Trainer Patina Sneaker | 55777 | none | 0 | none | ||
| 32231 | Luminous Trainer Patina Sneaker | 55777 | none | 0 | none | ||
| 32254 | Manzour Jogger | 55777 | none | 0 | none |