Fold 1 - Understanding why coefficient 1485446 was selected
Tag: $50-$100
Selected Coefficient: 1485446
Taxonomy Path: 9.1.1.3
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Flavored Alcoholic Beverages
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? |
|---|---|---|---|---|---|
| 1485446 | 1.000002 | 9.1.1.3 | 3.1.1.9 (3*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Flavored Alcoholic Beverages | Yes |
| 3950641 | 1.000002 | 9.1.1.8 | 8.1.1.9 (8*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "$50-$100" tag (processing sequence 2436). 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 |
|---|---|---|---|---|---|---|---|
| 20765 | Kounotsukasa Sasayurinosato Junmai Ginjo 720ml | 3950641 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | BOTTLE SIZE_720ML, SIZE:720ML | 2465195 | none | |
| 20740 | Kinmon Shizuku Gold Special Aged Plum Wine 720ml | 1485446 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Flavored Alcoholic Beverages | BOTTLE SIZE_720ML, SIZE:720ML | 0 | none | |
| 20802 | Kinmon Yamabuki Gold Koshu (Vintage 2005) 720ml | 0 | TYPE_JUNMAI, BOTTLE SIZE_720ML, SIZE:720ML | -1485446 | none |