Fold 1 - Understanding why coefficient 187481 was selected
Tag: HOUSEWARMING
Selected Coefficient: 187481
Taxonomy Path: 14.3.30
Taxonomy Name: Home & Garden > Decor > Figurines
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 187481 | 2.000320 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | Yes |
| 905196 | 2.000320 | 14.3.66.1 | 1.66.3.14 (493039 + 66*79^2 + 3*79 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
| 911437 | 2.000320 | 14.3.67.1 | 1.67.3.14 (493039 + 67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases > Bud Vases | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HOUSEWARMING" tag (processing sequence 4459). 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 |
|---|---|---|---|---|---|---|---|
| 10954 | Turban Vase Coral - Natural Creams | 911437 | Home & Garden > Decor > Vases > Bud Vases | none | 723956 | none | |
| 10955 | Staghorn Coral Oversized Feature Specimens | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 717715 | none | |
| 10971 | Hibiscus Coral | 187481 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 10876 | Space Cleansing Smudging & Crystal Starter Kit Mini | 0 | RITUAL | -187481 | none | ||
| 10963 | Heavy Cast Iron Rhino Bookends | 0 | CORPORATE | -187481 | none |