Fold 4 - Understanding why coefficient 1023612 was selected
Tag: DRINK
Selected Coefficient: 1023612
Taxonomy Path: 9.1.6.2
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 1023612 | 0.000000 | 9.1.6.2 | 2.6.1.9 (2*79^3 + 6*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | Yes |
These are the training products that have the "DRINK" tag (processing sequence 1435). 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 |
|---|---|---|---|---|---|---|---|
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 0 | CHOCOEVE |