Fold 4 - Understanding why coefficient 35451 was selected
Tag: BENCH
Selected Coefficient: 35451
Taxonomy Path: 10.12.5
Taxonomy Name: Furniture > Office Furniture > Workstations & Cubicles
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 35451 | 0.000145 | 10.12.5 | 5.12.10 (5*83^2 + 12*83 + 10) | Furniture > Office Furniture > Workstations & Cubicles | Yes |
| 7895 | 0.000290 | 10.12.1 | 1.12.10 (6889 + 12*83 + 10) | Furniture > Office Furniture > Desks | No |
These are the training products that have the "BENCH" tag (processing sequence 3503). 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 |
|---|---|---|---|---|---|---|---|
| 6325 | Back to Back Bench Desk MW | 35451 | Furniture > Office Furniture > Workstations & Cubicles | none | 0 | none | |
| 6337 | White Nova 1 Person Bench Desk NB | 35451 | Furniture > Office Furniture > Workstations & Cubicles | none | 0 | none | |
| 6356 | White Bench Desk 600mm Deep ICW | 7895 | Furniture > Office Furniture > Desks | none | -27556 | none |