Fold 1 - Understanding why coefficient 1777530 was selected
Tag: BED
Selected Coefficient: 1777530
Taxonomy Path: 2.2.9.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1777530 | 0.000002 | 2.2.9.3 | 3.9.2.2 (3*83^3 + 9*83^2 + 2*83 + 2) | Yes | |
| 6351826 | 0.000003 | 2.2.9.11 | 11.9.2.2 (11*83^3 + 9*83^2 + 2*83 + 2) | No |
These are the training products that have the "BED" tag (processing sequence 3493). 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 |
|---|---|---|---|---|---|---|---|
| 11072 | Soft & Comfortable Plush Dog Bed | 6351826 | none | 4574296 | none | ||
| 10807 | Dog Tee-Pee | 1777530 | none | 0 | none | ||
| 11364 | Lovely Dog Sleeping Bags | 1777530 | none | 0 | none |