Fold 1 - Understanding why coefficient 7199 was selected
Tag: NOMORE
Selected Coefficient: 7199
Taxonomy Path: 10.12.1
Taxonomy Name: Furniture > Office Furniture > Desks
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 7199 | 2.012658 | 10.12.1 | 1.12.10 (6241 + 12*79 + 10) | Furniture > Office Furniture > Desks | Yes |
| 68977 | 2.050633 | 10.4.11 | 11.4.10 (11*79^2 + 4*79 + 10) | Furniture > Cabinets & Storage > Sideboards | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "NOMORE" tag (processing sequence 2481). 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 |
|---|---|---|---|---|---|---|---|
| 18889 | OGG Sideboard | 68977 | Furniture > Cabinets & Storage > Sideboards | none | 61778 | none | |
| 18890 | OGG Desk With Shelf | 7199 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 18897 | CARLOS - Walnut Desk | 7199 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 18934 | CARLOS Desk With Shelf- Walnut | 7199 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 18891 | OGG 3 Drawer Desk | 7199 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 18884 | Decorative Canvas Print 17 | 0 | CATEGORY_CANVASPRINTS | -7199 | none | ||
| 18872 | Decorative Canvas Painting (70x100) - 67 | 0 | CATEGORY_CANVASPRINTS | -7199 | none |