Fold 4 - Understanding why coefficient 32163 was selected
Tag: BENCH
Selected Coefficient: 32163
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? |
|---|---|---|---|---|---|
| 32163 | 0.000160 | 10.12.5 | 5.12.10 (5*79^2 + 12*79 + 10) | Furniture > Office Furniture > Workstations & Cubicles | Yes |
| 7199 | 0.000320 | 10.12.1 | 1.12.10 (6241 + 12*79 + 10) | Furniture > Office Furniture > Desks | No |
These are the training products that have the "BENCH" tag (processing sequence 2399). 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 | 32163 | Furniture > Office Furniture > Workstations & Cubicles | none | 0 | none | |
| 6337 | White Nova 1 Person Bench Desk NB | 32163 | Furniture > Office Furniture > Workstations & Cubicles | none | 0 | none | |
| 6356 | White Bench Desk 600mm Deep ICW | 7199 | Furniture > Office Furniture > Desks | none | -24964 | none |