Fold 0 - Understanding why coefficient 119321767 was selected
Tag: CONVENTIONAL
Selected Coefficient: 119321767
Taxonomy Path: 9.1.1.5.3
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 119321767 | 1.000000 | 9.1.1.5.3 | 3.5.1.1.9 (3*79^4 + 5*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin | Yes |
| 158271848 | 1.000000 | 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 | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "CONVENTIONAL" tag (processing sequence 2509). 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 |
|---|---|---|---|---|---|---|---|
| 15098 | Elisir Novasulus Amaro 750ml | 158271848 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Liqueurs | none | 38950081 | none | |
| 14895 | London Dry Gin 750ml | 119321767 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin | none | 0 | none | |
| 15066 | Triple Sec 1L | 0 | LIQUEURS-BITTERS | -119321767 | none |