Fold 1 - 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 | 1.000000 | 10.24.4 | 4.24.10 (4*79^2 + 24*79 + 10) | Furniture > Tables > Kitchen & Dining Room Tables | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "INDUSTRIAL" tag (processing sequence 2539). 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 |
|---|---|---|---|---|---|---|---|
| 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 | |
| 6193 | Oak Floating Shelves - 150mm Deep | 0 | SHELF | -26870 | none |