Fold 0 - Understanding why coefficient 2295624 was selected
Tag: FURNITURE>BOOKCASES
Selected Coefficient: 2295624
Taxonomy Path: 10.19.1.4
Taxonomy Name: Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 2295624 | 0.000000 | 10.19.1.4 | 4.1.19.10 (4*83^3 + 6889 + 19*83 + 10) | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | Yes |
These are the training products that have the "FURNITURE>BOOKCASES" tag (processing sequence 1421). 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 |
|---|---|---|---|---|---|---|---|
| 18900 | Carry Bookcase - Dark Coffee | 2295624 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 0 | none | |
| 18935 | PIRI Bookcase | 2295624 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 0 | none | |
| 18937 | FANTASIA Bookcase | 2295624 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 0 | none | |
| 18943 | CLARK Bookcase | 2295624 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 0 | none |