Fold 2 - Understanding why coefficient 5929118 was selected
Tag: HOUSEWARMING
Selected Coefficient: 5929118
Taxonomy Path: 10.2.2.12
Taxonomy Name: Furniture > Beds & Accessories > Beds & Bed Frames > Slat Beds & Bed Frames
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? |
|---|---|---|---|---|---|
| 5929118 | 2.000000 | 10.2.2.12 | 12.2.2.10 (12*79^3 + 2*79^2 + 2*79 + 10) | Furniture > Beds & Accessories > Beds & Bed Frames > Slat Beds & Bed Frames | Yes |
| -5741637 | 4.000000 | -75.77.50.11 | -11.50.77.75 (-(11*79^3 + 50*79^2 + 77*79 + 75)) | No | |
| 178 | 4.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "HOUSEWARMING" tag (processing sequence 1707). 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 |
|---|---|---|---|---|---|---|---|
| 10860 | Agate Bookends Black Quartz A | 5929118 | Furniture > Beds & Accessories > Beds & Bed Frames > Slat Beds & Bed Frames | CORPORATE, DINING ROOM | 0 | none | |
| 10861 | Agate Bookends Black Quartz B | 5929118 | Furniture > Beds & Accessories > Beds & Bed Frames > Slat Beds & Bed Frames | CORPORATE, DINING ROOM | 0 | none | |
| 10963 | Heavy Cast Iron Rhino Bookends | 5929118 | Furniture > Beds & Accessories > Beds & Bed Frames > Slat Beds & Bed Frames | CORPORATE, DINING ROOM | 0 | none | |
| 10876 | Space Cleansing Smudging & Crystal Starter Kit Mini | 178 | Religious & Ceremonial > Religious Items | none | -5928940 | none | |
| 10971 | Hibiscus Coral | -5741637 | BEDROOM | -11670755 | none |