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: 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? |
|---|---|---|---|---|---|
| 19523 | 1.012658 | 10.10.3 | 3.10.10 (3*79^2 + 10*79 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
| 56732 | 1.012658 | 10.7.9 | 9.7.10 (9*79^2 + 7*79 + 10) | Furniture > Chairs > Kitchen & Dining Room Chairs | No |
| 56011 | 2.000000 | 0.77.8 | 8.77.0 (8*79^2 + 77*79) | No |
These are the training products that have the "KITCHEN & DINING" tag (processing sequence 1857). 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 | 56011 | 2 WEEKS DELIVERY | 36488 | none | ||
| 9592 | Modern Style Marble Top Wooden Dining Table Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none |