Fold 1 - Understanding why coefficient 1158939 was selected
Tag: CHUNKY
Selected Coefficient: 1158939
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: 3
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? |
|---|---|---|---|---|---|
| 1158939 | 1.012048 | 10.19.2.2 | 2.2.19.10 (2*83^3 + 2*83^2 + 19*83 + 10) | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | Yes |
| 1724252 | 1.012048 | 10.24.1.3 | 3.1.24.10 (3*83^3 + 6889 + 24*83 + 10) | No | |
| 55611 | 2.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "CHUNKY" tag (processing sequence 6197). 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 | 1724252 | none | 565313 | none | ||
| 6194 | Oak Floating Shelves - 200mm Deep | 1158939 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 0 | SHELF | |
| 24533 | GameOf3 Necklace | 55611 | none | -1103328 | none |