Fold 3 - Understanding why coefficient 1000071 was selected
Tag: FURNITURE>WALL SHELVES
Selected Coefficient: 1000071
Taxonomy Path: 10.19.2.2
Taxonomy Name: Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1000071 | 0.000000 | 10.19.2.2 | 2.2.19.10 (2*79^3 + 2*79^2 + 19*79 + 10) | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | Yes |
These are the training products that have the "FURNITURE>WALL SHELVES" tag (processing sequence 1201). 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 |
|---|---|---|---|---|---|---|---|
| 18944 | Zone Wall Shelf | 1000071 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 0 | none | |
| 18945 | Linda Set of 4 Shelves L Shaped | 1000071 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 0 | none | |
| 18949 | Dark Brown Raquel Shelf | 1000071 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 0 | none |