Fold 0 - Understanding why coefficient 49752533 was selected
Tag: 13TH
Selected Coefficient: 49752533
Taxonomy Path: 9.2.1.4.1
Taxonomy Name:
Products with this tag: 5
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 | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "13TH" tag (processing sequence 877). 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 |
|---|---|---|---|---|---|---|---|
| 28711 | Ferrari Car Cake | 49752533 | none | 0 | none | ||
| 28712 | Ferrari Cake | 49752533 | none | 0 | none | ||
| 28714 | Harry Potter Cake | 49752533 | none | 0 | none | ||
| 28781 | Cocker Spaniel Dog Cake | 49752533 | none | 0 | none | ||
| 28736 | Dog Playing Cake | 0 | 1ST | -49752533 | KID |