Fold 4 - Understanding why coefficient 120596154 was selected
Tag: SUN
Selected Coefficient: 120596154
Taxonomy Path: 27.4.67.52.4
Taxonomy Name:
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 120596154 | 0.000000 | 27.4.67.52.4 | 4.52.67.4.27 (4*71^4 + 52*71^3 + 67*71^2 + 4*71 + 27) | Yes |
These are the training products that have the "SUN" tag (processing sequence 2184). 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 |
|---|---|---|---|---|---|---|---|
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 120596154 | INSECT BITES, SKIN INFECTION | 0 | none |