Fold 1 - Understanding why coefficient 721 was selected
Tag: 2 WEEKS DELIVERY
Selected Coefficient: 721
Taxonomy Path: 10.9
Taxonomy Name: Furniture > Entertainment Centers & TV Stands
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? |
|---|---|---|---|---|---|
| 721 | 0.012658 | 10.9 | 9.10 (9*79 + 10) | Furniture > Entertainment Centers & TV Stands | Yes |
| 1748 | 0.025316 | 10.22 | 22.10 (22*79 + 10) | Furniture > Sofas | No |
These are the training products that have the "2 WEEKS DELIVERY" tag (processing sequence 250). 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 | 1027 | none | |
| 5954 | Modern Artistic Wall Mounted Floating TV Stand | 721 | Furniture > Entertainment Centers & TV Stands | none | 0 | FURNITURE | |
| 9590 | Modern High Gloss 2 Piece Floating TV Stand | 721 | Furniture > Entertainment Centers & TV Stands | none | 0 | FURNITURE |