Fold 4 - Understanding why coefficient 973201 was selected
Tag: SHELF
Selected Coefficient: 973201
Taxonomy Path: 0.74.76.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 973201 | 1.012658 | 0.74.76.1 | 1.76.74.0 (493039 + 76*79^2 + 74*79) | Yes | |
| 0 | 1.025316 | 0 | 0 (0) | No | |
| 905196 | 3.000000 | 14.3.66.1 | 1.66.3.14 (493039 + 66*79^2 + 3*79 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
These are the training products that have the "SHELF" tag (processing sequence 3281). 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 |
|---|---|---|---|---|---|---|---|
| 6193 | Oak Floating Shelves - 150mm Deep | 973201 | INDUSTRIAL | 0 | none | ||
| 6194 | Oak Floating Shelves - 200mm Deep | 973201 | INDUSTRIAL | 0 | none | ||
| 10955 | Staghorn Coral Oversized Feature Specimens | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | -68005 | none | |
| 10874 | XL Real Rare Chambered Polished Pearl Nautilus Shell - Half | 0 | RARE | -973201 | none |