Fold 2 - Understanding why coefficient 353022253 was selected
Tag: WHISKEY
Selected Coefficient: 353022253
Taxonomy Path: 9.1.1.5.9
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 353022253 | 0.000000 | 9.1.1.5.9 | 9.5.1.1.9 (9*79^4 + 5*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | Yes |
These are the training products that have the "WHISKEY" tag (processing sequence 877). 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 |
|---|---|---|---|---|---|---|---|
| 14901 | Kentucky Straight Bourbon 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 14960 | Smooth & Mellow Blended Scotch 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 15064 | Kentucky Straight Bourbon 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 15073 | Blended Scotch Whisky 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 15084 | San-In Blended Japanese Whiskey 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none |