Fold 4 - Understanding why coefficient 20244 was selected
Tag: SIRUP
Selected Coefficient: 20244
Taxonomy Path: 9.1.4
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 20244 | 4.000000 | 9.1.4 | 4.1.9 (4*71^2 + 71 + 9) | Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash | Yes |
| -710852 | 5.000000 | -0.1.70.1 | -1.70.1.0 (-(357911 + 70*71^2 + 71)) | No |
These are the training products that have the "SIRUP" tag (processing sequence 1214). 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 |
|---|---|---|---|---|---|---|---|
| 3508 | SirUP Zesty Lemon | 20244 | Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash | none | 0 | none | |
| 3489 | SirUP Cucumber | 20244 | Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash | none | 0 | none | |
| 3490 | SirUP Earl Grey & Hibiscus | 20244 | Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash | none | 0 | none | |
| 3491 | SirUP Green Tea & Jasmine | 20244 | Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash | none | 0 | none | |
| 3505 | SirUP Strawberry & Mint | 20244 | Food, Beverages & Tobacco > Beverages > Cordials, Syrups & Squash | none | 0 | none | |
| 3439 | Dealer: SirUP Green Tea & Jasmine | -710852 | DEALER-SHOP | -731096 | none | ||
| 3440 | Dealer: SirUP spicy ginger | -710852 | DEALER-SHOP | -731096 | none | ||
| 3506 | Dealer: SirUP Tropical | -710852 | DEALER-SHOP | -731096 | none | ||
| 3438 | Dealer: SirUP Cucumber | -710852 | DEALER-SHOP | -731096 | none |