Fold 2 - Understanding why coefficient 3457602 was selected
Tag: HOME BREWING
Selected Coefficient: 3457602
Taxonomy Path: 9.1.1.7
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine
Products with this tag: 4
Unique residual values tried: 4
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 | 1.000004 | 9.1.1.7 | 7.1.1.9 (7*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | Yes |
| 158764887 | 1.000004 | 9.1.1.6.4 | 4.6.1.1.9 (4*79^4 + 6*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | No |
| 197221929 | 1.000004 | 9.1.1.5.5 | 5.5.1.1.9 (5*79^4 + 5*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Rum | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HOME BREWING" tag (processing sequence 3186). 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 |
|---|---|---|---|---|---|---|---|
| 16873 | Still Spirits Rum Distiller's Yeast | 197221929 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Rum | none | 193764327 | none | |
| 16872 | Still Spirits Classic Tennessee Bourbon Premium Essence Flavours 2.25L | 158764887 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | none | 155307285 | none | |
| 16728 | Mangrove Jacks Craft Series Mead Yeast M05 (10g) | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 16893 | Lalvin 71B-1122 Yeast | 0 | LALVIN | -3457602 | none |