Fold 4 - Understanding why coefficient 3457602 was selected
Tag: 13-20
Selected Coefficient: 3457602
Taxonomy Path: 9.1.1.7
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 3457602 | 7.000000 | 9.1.1.7 | 7.1.1.9 (7*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | Yes |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -3457602 | 12.000000 | -9.1.1.7 | -7.1.1.9 (-(7*79^3 + 6241 + 79 + 9)) | No |
These are the training products that have the "13-20" tag (processing sequence 1617). 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 |
|---|---|---|---|---|---|---|---|
| 14902 | Kosher Sauvignon Blanc 2022 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14911 | Le Petit Cochon Bronze Rose 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14876 | il Ruspo Umbria Sangiovese 2021 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14957 | Saumur Blanc 2022 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14873 | Contra Costa Zinfandel 2020 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14969 | Val de Loire Chenin Blanc 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14896 | Gavi 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | PIEDMONT | |
| 15082 | Blanco Tequila 1L | 0 | JALISCO | -3457602 | none | ||
| 14875 | Costieres de Nimes Rose 2023 | 0 | ORGANIC-WINES | -3457602 | none | ||
| 14880 | Gruner Veltliner 1L 2022 | 0 | ORDERING CRITICAL WINE | -3457602 | none | ||
| 14932 | Orange Verdil 2023 | 0 | ORGANIC-WINES | -3457602 | none | ||
| 15081 | Bianco Frizzante NV | 0 | ORGANIC-WINES | -3457602 | none | ||
| 14872 | Costieres de Nimes Blanc 2023 | -3457602 | ORGANIC-WINES, ORDERING CRITICAL WINE | -6915204 | none | ||
| 14890 | Muscat St. Jean de Minervois 500ml | -3457602 | ORGANIC-WINES, DESSERT FORTIFIED | -6915204 | none |