Fold 0 - Understanding why coefficient 19523 was selected
Tag: KITCHEN & DINING
Selected Coefficient: 19523
Taxonomy Path: 10.10.3
Taxonomy Name: Furniture > Furniture Sets > Kitchen & Dining Furniture Sets
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 19523 | 1.025316 | 10.10.3 | 3.10.10 (3*79^2 + 10*79 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
| 6646 | 1.037975 | 10.5.1 | 1.5.10 (6241 + 5*79 + 10) | Furniture > Carts & Islands > Carts | No |
| 56732 | 1.037975 | 10.7.9 | 9.7.10 (9*79^2 + 7*79 + 10) | Furniture > Chairs > Kitchen & Dining Room Chairs | No |
| 15821818 | 4.000000 | 14.11.7.32 | 32.7.11.14 (32*79^3 + 7*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | No |
These are the training products that have the "KITCHEN & DINING" tag (processing sequence 3522). 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 |
|---|---|---|---|---|---|---|---|
| 15032 | Classic Milk Frother With Stand | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 15802295 | none | |
| 5956 | Set Of 4 Leather Dining Chair Soft Backrest | 56732 | Furniture > Chairs > Kitchen & Dining Room Chairs | none | 37209 | none | |
| 5965 | Glossy Finish Extended Wooden Dining Table Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 9592 | Modern Style Marble Top Wooden Dining Table Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 9591 | Modern Kitchen Cart With Three Drawers | 6646 | Furniture > Carts & Islands > Carts | none | -12877 | 2 WEEKS DELIVERY |