Fold 2 - Understanding why coefficient 48553 was selected
Tag: GAMES
Selected Coefficient: 48553
Taxonomy Path: 81.3.7
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? |
|---|---|---|---|---|---|
| 48553 | 1.000000 | 81.3.7 | 7.3.81 (7*83^2 + 3*83 + 81) | Yes | |
| 55302 | 1.000000 | 24.2.8 | 8.2.24 (8*83^2 + 2*83 + 24) | Toys & Games > Games > Dexterity Games | No |
These are the training products that have the "GAMES" tag (processing sequence 4973). 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 |
|---|---|---|---|---|---|---|---|
| 18042 | Classic Jacks Game | 55302 | Toys & Games > Games > Dexterity Games | none | 6749 | none | |
| 4130 | Item052: AMD/ATI RV620 Terascale Radeon GPU Necklace - Bronze, Dark Green, Silver | 48553 | GAMING | 0 | none |