Fold 0 - Understanding why coefficient 493039 was selected
Tag: DARK BROWN
Selected Coefficient: 493039
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 493039 | 1.000000 | 0.0.0.1 | 1.0.0.0 (493039) | Yes | |
| 1979908 | 1.000000 | 10.19.1.4 | 4.1.19.10 (4*79^3 + 6241 + 19*79 + 10) | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | No |
These are the training products that have the "DARK BROWN" tag (processing sequence 3289). 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 |
|---|---|---|---|---|---|---|---|
| 18847 | Maze Bookcase | 1979908 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 1486869 | Furniture > Shelving > Bookcases & Standing Shelves > Ladder Bookcases & Shelves | none |
| 18989 | Multy Stand Set | 493039 | COFFEE TABLES | 0 | none |