Fold 4 - Understanding why coefficient 6646 was selected
Tag: 2 WEEKS DELIVERY
Selected Coefficient: 6646
Taxonomy Path: 10.5.1
Taxonomy Name: Furniture > Carts & Islands > Carts
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? |
|---|---|---|---|---|---|
| 6646 | 1.012658 | 10.5.1 | 1.5.10 (6241 + 5*79 + 10) | Furniture > Carts & Islands > Carts | Yes |
| 56732 | 1.012658 | 10.7.9 | 9.7.10 (9*79^2 + 7*79 + 10) | Furniture > Chairs > Kitchen & Dining Room Chairs | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "2 WEEKS DELIVERY" tag (processing sequence 4061). 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 |
|---|---|---|---|---|---|---|---|
| 9550 | Set Of 4 Extravagant Leather Upholstered Dining Chair | 56732 | Furniture > Chairs > Kitchen & Dining Room Chairs | none | 50086 | none | |
| 9591 | Modern Kitchen Cart With Three Drawers | 6646 | Furniture > Carts & Islands > Carts | none | 0 | none | |
| 9590 | Modern High Gloss 2 Piece Floating TV Stand | 0 | TV STAND | -6646 | none |