Fold 1 - Understanding why coefficient -172488 was selected
Tag: SHELF
Selected Coefficient: -172488
Taxonomy Path: -14.3.25
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? |
|---|---|---|---|---|---|
| -172488 | 2.000000 | -14.3.25 | -25.3.14 (-(25*83^2 + 3*83 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1026724 | 2.000000 | 14.3.66.1 | 1.66.3.14 (571787 + 66*83^2 + 3*83 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
These are the training products that have the "SHELF" tag (processing sequence 6295). 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 |
|---|---|---|---|---|---|---|---|
| 10955 | Staghorn Coral Oversized Feature Specimens | 1026724 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 1199212 | none | |
| 6194 | Oak Floating Shelves - 200mm Deep | 0 | CHUNKY | 172488 | none | ||
| 10874 | XL Real Rare Chambered Polished Pearl Nautilus Shell - Half | -172488 | RARE, HER BIRTHDAY | 0 | none |