Fold 4 - Understanding why coefficient 1247084 was selected
Tag: SEAFOOD
Selected Coefficient: 1247084
Taxonomy Path: 9.2.15.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1247084 | 1.000000 | 9.2.15.2 | 2.15.2.9 (2*83^3 + 15*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SEAFOOD" tag (processing sequence 3653). 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 |
|---|---|---|---|---|---|---|---|
| 4650 | A-09 Fried Shell with Garlic | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none | |
| 4652 | A-33 Fried prawns with cashew nuts | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none | |
| 22168 | Crabby Dog Toy | 0 | PLAY | -1247084 | none |