Fold 3 - Understanding why coefficient -17044595 was selected
Tag: SHELF
Selected Coefficient: -17044595
Taxonomy Path: -29.5.45.34
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? |
|---|---|---|---|---|---|
| -17044595 | 1.000000 | -29.5.45.34 | -34.45.5.29 (-(34*79^3 + 45*79^2 + 5*79 + 29)) | Yes | |
| -5797806 | 1.000000 | -75.77.59.11 | -11.59.77.75 (-(11*79^3 + 59*79^2 + 77*79 + 75)) | No |
These are the training products that have the "SHELF" tag (processing sequence 2587). 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 |
|---|---|---|---|---|---|---|---|
| 10874 | XL Real Rare Chambered Polished Pearl Nautilus Shell - Half | -5797806 | BEDROOM | 11246789 | none | ||
| 10955 | Staghorn Coral Oversized Feature Specimens | -17044595 | BEDROOM, EVENTS, HOUSEWARMING | 0 | none |