Fold 3 - 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: 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? |
|---|---|---|---|---|---|
| 49752533 | 1.000000 | 9.2.1.4.1 | 1.4.1.2.9 (47458321 + 4*83^3 + 6889 + 2*83 + 9) | Yes | |
| 138042 | 5.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No |
These are the training products that have the "SPONGE" tag (processing sequence 2636). 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 | ||
| 31129 | 10-Piece Travel Set | 138042 | none | -49614491 | MAKEUP, ARTIST |