Fold 3 - Understanding why coefficient 7895 was selected
Tag: BENCH
Selected Coefficient: 7895
Taxonomy Path: 10.12.1
Taxonomy Name: Furniture > Office Furniture > Desks
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 7895 | 0.000145 | 10.12.1 | 1.12.10 (6889 + 12*83 + 10) | Furniture > Office Furniture > Desks | Yes |
| 35451 | 0.000435 | 10.12.5 | 5.12.10 (5*83^2 + 12*83 + 10) | Furniture > Office Furniture > Workstations & Cubicles | No |
These are the training products that have the "BENCH" tag (processing sequence 3051). 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 |
|---|---|---|---|---|---|---|---|
| 6337 | White Nova 1 Person Bench Desk NB | 35451 | Furniture > Office Furniture > Workstations & Cubicles | none | 27556 | none | |
| 6346 | Graphite Nova 6 Person Bench Desk NB | 7895 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 6356 | White Bench Desk 600mm Deep ICW | 7895 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 6357 | White Corner Desk ICW | 7895 | Furniture > Office Furniture > Desks | none | 0 | none |