Fold 2 - 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: 6
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 | 1.037975 | 10.10.3 | 3.10.10 (3*79^2 + 10*79 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
| 56732 | 1.037975 | 10.7.9 | 9.7.10 (9*79^2 + 7*79 + 10) | Furniture > Chairs > Kitchen & Dining Room Chairs | No |
| 26870 | 1.050633 | 10.24.4 | 4.24.10 (4*79^2 + 24*79 + 10) | Furniture > Tables > Kitchen & Dining Room Tables | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "KITCHEN & DINING" tag (processing sequence 3691). 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 |
|---|---|---|---|---|---|---|---|
| 5956 | Set Of 4 Leather Dining Chair Soft Backrest | 56732 | Furniture > Chairs > Kitchen & Dining Room Chairs | none | 37209 | none | |
| 9550 | Set Of 4 Extravagant Leather Upholstered Dining Chair | 56732 | Furniture > Chairs > Kitchen & Dining Room Chairs | none | 37209 | none | |
| 9584 | Vintage European Marble Top Design Golden Dining Table | 26870 | Furniture > Tables > Kitchen & Dining Room Tables | none | 7347 | 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 | |
| 14907 | Stainless Steel Flat Cheese Grater - 2 Pack | 0 | CHEESE TOOL | -19523 | none |