Fold 4 - Understanding why coefficient 158271848 was selected
Tag: LIQUEUR
Selected Coefficient: 158271848
Taxonomy Path: 9.1.1.5.4
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Liqueurs
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 158271848 | 0.000000 | 9.1.1.5.4 | 4.5.1.1.9 (4*79^4 + 5*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Liqueurs | Yes |
These are the training products that have the "LIQUEUR" tag (processing sequence 1484). 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 |
|---|---|---|---|---|---|---|---|
| 4388 | Aperitivo Mazzura | 158271848 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Liqueurs | none | 0 | none |