Fold 4 - Understanding why coefficient 353022253 was selected
Tag: KENTUCKY
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: 6
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? |
|---|---|---|---|---|---|
| 353022253 | 1.000000 | 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 |
| 25 | 5.000000 | 25 | 25 (25) | Uncategorized | No |
These are the training products that have the "KENTUCKY" tag (processing sequence 1802). 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 |
|---|---|---|---|---|---|---|---|
| 14878 | Kentucky Straight Rye 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 14901 | Kentucky Straight Bourbon 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 14943 | Pot Still Reserve Bourbon Whiskey 50ml | 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 | |
| 15068 | Kentucky Straight Rye 750ml | 353022253 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Whiskey | none | 0 | none | |
| 10965 | 2001-D All 5 BU State Quarters | 25 | Uncategorized | none | -353022228 | none |