Fold 2 - Understanding why coefficient 2187874 was selected
Tag: DOMESTIC SAMPLER
Selected Coefficient: 2187874
Taxonomy Path: 9.1.8.6
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2187874 | 0.000198 | 9.1.8.6 | 6.8.1.9 (6*71^3 + 8*71^2 + 71 + 9) | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | Yes |
| 2510498 | 0.000595 | 9.1.1.7 | 7.1.1.9 (7*71^3 + 5041 + 71 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | No |
These are the training products that have the "DOMESTIC SAMPLER" tag (processing sequence 673). 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 |
|---|---|---|---|---|---|---|---|
| 5601 | Fre Red Wines Sampler Case of 2 | 2510498 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 322624 | none | |
| 5623 | Non Alcoholic Wine Sampler of 7 -No Sparkling (Domestic) | 2187874 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | none | 0 | none | |
| 5635 | Non Alcoholic Chardonnay Sampler of 2 (Domestic) | 2187874 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | none | 0 | none | |
| 5665 | Fre White Wines Sampler Case of 3 | 2187874 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | none | 0 | none |