Fold 2 - Understanding why coefficient 3008250 was selected
Tag: GERMANY
Selected Coefficient: 3008250
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: 2
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? |
|---|---|---|---|---|---|
| 3008250 | 0.000000 | 9.1.8.6 | 6.8.1.9 (6*79^3 + 8*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | Yes |
These are the training products that have the "GERMANY" tag (processing sequence 1139). 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 |
|---|---|---|---|---|---|---|---|
| 14930 | Noughty De-Alcoholized Red (ALCOHOL FREE) | 3008250 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | none | 0 | none | |
| 15095 | Noughty De-Alcoholized White Wine (ALCOHOL FREE) | 3008250 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Wine | none | 0 | none |