Fold 0 - Understanding why coefficient -12877 was selected
Tag: 2 WEEKS DELIVERY
Selected Coefficient: -12877
Taxonomy Path: -0.5.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -12877 | 1.012658 | -0.5.2 | -2.5.0 (-(2*79^2 + 5*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 1748 | 2.000000 | 10.22 | 22.10 (22*79 + 10) | Furniture > Sofas | No |
These are the training products that have the "2 WEEKS DELIVERY" tag (processing sequence 3662). 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 |
|---|---|---|---|---|---|---|---|
| 9582 | Stylish Velvet Upholstery Tufted Sofa Set | 1748 | Furniture > Sofas | none | 14625 | none | |
| 5954 | Modern Artistic Wall Mounted Floating TV Stand | 0 | TV STAND | 12877 | none | ||
| 9591 | Modern Kitchen Cart With Three Drawers | -12877 | KITCHEN & DINING | 0 | none |