Fold 3 - Understanding why coefficient -31779 was selected
Tag: FRENCH
Selected Coefficient: -31779
Taxonomy Path: -21.7.5
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? |
|---|---|---|---|---|---|
| -31779 | 1.000000 | -21.7.5 | -5.7.21 (-(5*79^2 + 7*79 + 21)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "FRENCH" tag (processing sequence 3186). 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 |
|---|---|---|---|---|---|---|---|
| 18649 | Cartoon Kitty Cat Wall Art | 0 | CAT | 31779 | Services > Professional Services > Marketing & Advertising | FACE, POTTERY | |
| 7134 | 1.5" Eiffel Tower Assortment | -31779 | BASE_ROYAL ICING, DESIGN | 0 | none |