Fold 0 - Understanding why coefficient 19523 was selected
Tag: BT: 14-16
Selected Coefficient: 19523
Taxonomy Path: 10.10.3
Taxonomy Name: Furniture > Furniture Sets > Kitchen & Dining Furniture Sets
Products with this tag: 4
Unique residual values tried: 1
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 | 0.000000 | 10.10.3 | 3.10.10 (3*79^2 + 10*79 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
These are the training products that have the "BT: 14-16" tag (processing sequence 930). 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 |
|---|---|---|---|---|---|---|---|
| 10419 | QW Amish Lexington Twist 5pc Dining Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 10455 | QW Amish Canterbury 7pc Dining Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 10459 | QW Amish Burlington 5pc Dining Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none | |
| 10514 | QW Amish Bridgeport 7pc Dining Set | 19523 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none |