Fold 4 - Understanding why coefficient 49752533 was selected
Tag: SPONGE
Selected Coefficient: 49752533
Taxonomy Path: 9.2.1.4.1
Taxonomy Name:
Products with this tag: 6
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 "SPONGE" tag (processing sequence 897). 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 |
|---|---|---|---|---|---|---|---|
| 21583 | Chocolate Grand Marnier Torte | 49752533 | none | 0 | none | ||
| 21608 | Lemon Sponge | 49752533 | none | 0 | none | ||
| 21615 | Old Fashioned Passionfruit Sponge | 49752533 | none | 0 | none | ||
| 21723 | Tiramisu Cake | 49752533 | none | 0 | none | ||
| 21742 | Victoria Sponge | 49752533 | none | 0 | none | ||
| 21743 | Choc Walnut Torte | 49752533 | none | 0 | none |