Fold 2 - Understanding why coefficient -661428 was selected
Tag: GARDEN
Selected Coefficient: -661428
Taxonomy Path: -1.1.13.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -661428 | 2.000000 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | Yes | |
| 5710981 | 2.000000 | 0.0.82.9 | 9.82.0.0 (9*83^3 + 82*83^2) | No | |
| 143601380 | 2.000000 | 9.2.12.2.3 | 3.2.12.2.9 (3*83^4 + 2*83^3 + 12*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Meat, Seafood & Eggs > Meat > Lunch & Deli Meats | No |
These are the training products that have the "GARDEN" tag (processing sequence 6221). 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 |
|---|---|---|---|---|---|---|---|
| 18587 | Espresso Roasted Honey Bacon | 143601380 | Food, Beverages & Tobacco > Food Items > Meat, Seafood & Eggs > Meat > Lunch & Deli Meats | none | 144262808 | none | |
| 919 | Fatou | 5710981 | FLORAL PATTERNS | 6372409 | none | ||
| 1046 | Rania | -661428 | CUTE DRESSES, FLORAL PATTERNS | 0 | none |