Fold 1 - Understanding why coefficient 41833 was selected
Tag: DOUBLE
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 41833 | 2.012048 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| 206837 | 2.024096 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No | |
| 8590759 | 3.000000 | 10.2.2.15 | 15.2.2.10 (15*83^3 + 2*83^2 + 2*83 + 10) | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | No |
These are the training products that have the "DOUBLE" tag (processing sequence 5636). 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 |
|---|---|---|---|---|---|---|---|
| 2020 | Maywood Table Double Murphy Bed | 8590759 | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | none | 8548926 | none | |
| 5069 | Nova Double Murphy Bed | 8590759 | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | none | 8548926 | none | |
| 17241 | Live Vibrantly Bracelet | 206837 | none | 165004 | none | ||
| 25908 | Double Trouble Sienna Ring | 41833 | RINGS, SCANDI CHIC | 0 | none | ||
| 25909 | Double Trouble Trixie Earrings | 41833 | EARRINGS, SCANDI CHIC | 0 | none |