Fold 4 - Understanding why coefficient 1000071 was selected
Tag: CHUNKY
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: 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? |
|---|---|---|---|---|---|
| 1000071 | 0.012658 | 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 |
| 1487264 | 0.025316 | 10.24.1.3 | 3.1.24.10 (3*79^3 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Sofa Tables | No |
These are the training products that have the "CHUNKY" tag (processing sequence 2305). 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 |
|---|---|---|---|---|---|---|---|
| 6219 | Rustic Oak Hallway Console Table | 1487264 | Furniture > Tables > Accent Tables > Sofa Tables | none | 487193 | none | |
| 6193 | Oak Floating Shelves - 150mm Deep | 1000071 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 0 | none | |
| 6194 | Oak Floating Shelves - 200mm Deep | 1000071 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 0 | none |