Fold 1 - Understanding why coefficient -319062292083 was selected
Tag: DARK BROWN
Selected Coefficient: -319062292083
Taxonomy Path: -0.0.0.0.0.81
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? |
|---|---|---|---|---|---|
| -319062292083 | 1.000002 | -0.0.0.0.0.81 | -81.0.0.0.0.0 (-(81*83^5)) | Yes | |
| 571787 | 1.000002 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 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 |
These are the training products that have the "DARK BROWN" tag (processing sequence 6205). 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 | 2295624 | Furniture > Shelving > Bookcases & Standing Shelves > Modular Bookcases & Shelves | none | 319064587707 | none | |
| 18989 | Multy Stand Set | 571787 | COFFEE TABLES | 319062863870 | none | ||
| 31195 | Eye Liner Pencils - Ben Nye | -319062292083 | EYELINER | 0 | MAKEUP |