Fold 1 - Understanding why coefficient 5903 was selected
Tag: RECEPTION
Selected Coefficient: 5903
Taxonomy Path: 10.12.1
Taxonomy Name: Furniture > Office Furniture > Desks
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 5903 | 0.014085 | 10.12.1 | 1.12.10 (5041 + 12*71 + 10) | Furniture > Office Furniture > Desks | Yes |
| 31818 | 0.014085 | 10.22.6 | 6.22.10 (6*71^2 + 22*71 + 10) | Furniture > Sofas > Sectional Sofas | No |
These are the training products that have the "RECEPTION" tag (processing sequence 1946). 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 |
|---|---|---|---|---|---|---|---|
| 6589 | HON West Hill Casual Lounge Seating | 31818 | Furniture > Sofas > Sectional Sofas | none | 25915 | none | |
| 6621 | Hon Accelerate Reception | 5903 | Furniture > Office Furniture > Desks | none | 0 | none |