Fold 0 - Understanding why coefficient 26870 was selected
Tag: INDUSTRIAL
Selected Coefficient: 26870
Taxonomy Path: 10.24.4
Taxonomy Name: Furniture > Tables > Kitchen & Dining Room Tables
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? |
|---|---|---|---|---|---|
| 26870 | 0.012658 | 10.24.4 | 4.24.10 (4*79^2 + 24*79 + 10) | Furniture > Tables > Kitchen & Dining Room Tables | Yes |
| 1000071 | 0.025316 | 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 | No |
These are the training products that have the "INDUSTRIAL" tag (processing sequence 2423). 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 |
|---|---|---|---|---|---|---|---|
| 6194 | Oak Floating Shelves - 200mm Deep | 1000071 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 973201 | none | |
| 6189 | Double Cross Dining Table | 26870 | Furniture > Tables > Kitchen & Dining Room Tables | none | 0 | none | |
| 6195 | Oak & Glass Dining Table | 26870 | Furniture > Tables > Kitchen & Dining Room Tables | none | 0 | none |