Fold 4 - Understanding why coefficient 571787 was selected
Tag: DARK BROWN
Selected Coefficient: 571787
Taxonomy Path: 0.0.0.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 571787 | 2.000000 | 0.0.0.1 | 1.0.0.0 (571787) | Yes | |
| 2295624 | 2.000000 | 10.19.1.4 | 4.1.19.10 (4*83^3 + 6889 + 19*83 + 10) | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | No |
| 15901919797 | 2.000000 | 12.80.75.5.3.4 | 4.3.5.75.80.12 (4*83^5 + 3*83^4 + 5*83^3 + 75*83^2 + 80*83 + 12) | No |
These are the training products that have the "DARK BROWN" tag (processing sequence 6220). 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 |
|---|---|---|---|---|---|---|---|
| 31195 | Eye Liner Pencils - Ben Nye | 15901919797 | ONYX | 15901348010 | MAKEUP | ||
| 18847 | Maze Bookcase | 2295624 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 1723837 | Furniture > Shelving > Bookcases & Standing Shelves > Ladder Bookcases & Shelves | none |
| 18989 | Multy Stand Set | 571787 | COFFEE TABLES | 0 | none |