Fold 4 - Understanding why coefficient 49752533 was selected
Tag: BIRTHDAY CAKE
Selected Coefficient: 49752533
Taxonomy Path: 9.2.1.4.1
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 49752533 | 0.000000 | 9.2.1.4.1 | 1.4.1.2.9 (47458321 + 4*83^3 + 6889 + 2*83 + 9) | Yes |
These are the training products that have the "BIRTHDAY CAKE" tag (processing sequence 1929). 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 |
|---|---|---|---|---|---|---|---|
| 26640 | Lemon Raspberries and Cream Layer Cake | 49752533 | none | 0 | none |