Fold 4 - Understanding why coefficient 145240879 was selected
Tag: GIN
Selected Coefficient: 145240879
Taxonomy Path: 9.1.1.5.3
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin
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? |
|---|---|---|---|---|---|
| 145240879 | 3.000000 | 9.1.1.5.3 | 3.5.1.1.9 (3*83^4 + 5*83^3 + 6889 + 83 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin | Yes |
| -429990805 | 4.000000 | -9.1.1.5.9 | -9.5.1.1.9 (-(9*83^4 + 5*83^3 + 6889 + 83 + 9)) | No | |
| -7058 | 4.000000 | -3.2.1 | -1.2.3 (-(6889 + 2*83 + 3)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "GIN" tag (processing sequence 5624). 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 |
|---|---|---|---|---|---|---|---|
| 14888 | Gin 750ml | 145240879 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin | none | 0 | none | |
| 14951 | Roku Japanese Gin 750ml | 145240879 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Gin | none | 0 | none | |
| 15079 | Bee's Knees Cocktail Can 100ml | 0 | PREMIXED-COCKTAILS | -145240879 | none | ||
| 13995 | Pre-Order New Design Saint John The Series - Designs 1 and 2 | -7058 | COCKTAIL, FINE ART | -145247937 | none | ||
| 14928 | Negroni Cocktail Can 100ml | -429990805 | PREMIXED-COCKTAILS, WHISKEY | -575231684 | none |