Fold 0 - Understanding why coefficient 1079860 was selected
Tag: LOCAL
Selected Coefficient: 1079860
Taxonomy Path: 9.2.15.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 1079860 | 0.012658 | 9.2.15.2 | 2.15.2.9 (2*79^3 + 15*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | Yes |
| 158764887 | 0.012658 | 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 |
These are the training products that have the "LOCAL" tag (processing sequence 3217). 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 |
|---|---|---|---|---|---|---|---|
| 1476 | COCKTEL DAIQUIRI | 158764887 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | none | 157685027 | none | |
| 1511 | ENSALADA DE AHUMADOS | 1079860 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none |