Fold 4 - Understanding why coefficient -509296804 was selected
Tag: FRENCH
Selected Coefficient: -509296804
Taxonomy Path: -78.78.76.5.13
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? |
|---|---|---|---|---|---|
| -509296804 | 1.000000 | -78.78.76.5.13 | -13.5.76.78.78 (-(13*79^4 + 5*79^3 + 76*79^2 + 78*79 + 78)) | Yes | |
| -8413035 | 1.000000 | -9.2.5.17 | -17.5.2.9 (-(17*79^3 + 5*79^2 + 2*79 + 9)) | No |
These are the training products that have the "FRENCH" tag (processing sequence 3350). 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 | -8413035 | TYPE_ROYAL ICING, BASE_ROYAL ICING | 500883769 | ART | ||
| 18649 | Cartoon Kitty Cat Wall Art | -509296804 | MASK | 0 | none |