Fold 3 - Understanding why coefficient -620375116 was selected
Tag: FRENCH
Selected Coefficient: -620375116
Taxonomy Path: -82.82.80.5.13
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -620375116 | 1.000000 | -82.82.80.5.13 | -13.5.80.82.82 (-(13*83^4 + 5*83^3 + 80*83^2 + 82*83 + 82)) | Yes | |
| -14788 | 1.000000 | -14.12.2 | -2.12.14 (-(2*83^2 + 12*83 + 14)) | No |
These are the training products that have the "FRENCH" tag (processing sequence 5023). 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 |
|---|---|---|---|---|---|---|---|
| 7134 | 1.5" Eiffel Tower Assortment | -14788 | TYPE_ROYAL ICING, BOY BIRTHDAY | 620360328 | none | ||
| 18649 | Cartoon Kitty Cat Wall Art | -620375116 | MASK | 0 | POTTERY, NEW ORLEANS, FACE |