Fold 0 - Understanding why coefficient -783451703 was selected
Tag: BRITISH LUXURY
Selected Coefficient: -783451703
Taxonomy Path: -13.3.2.9.20
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -783451703 | 1.000000 | -13.3.2.9.20 | -20.9.2.3.13 (-(20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRITISH LUXURY" tag (processing sequence 3139). 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 |
|---|---|---|---|---|---|---|---|
| 13701 | Radiance Cream with Rose & Frankincense | 0 | FINE LINES | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | |
| 13653 | Radiance Restore Complete Collection | -783451703 | FINE LINES | 0 | none |