Fold 4 - Understanding why coefficient 13964 was selected
Tag: SAINTS
Selected Coefficient: 13964
Taxonomy Path: 20.2.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 13964 | 1.000000 | 20.2.2 | 2.2.20 (2*83^2 + 2*83 + 20) | Yes | |
| 48608953 | 3.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "SAINTS" tag (processing sequence 3030). 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 |
|---|---|---|---|---|---|---|---|
| 22607 | Brother Gucci - Guardian of the Bacon | 48608953 | none | 48594989 | none | ||
| 22609 | Our Lady of Perpetual Cash Flow. | 13964 | none | 0 | none | ||
| 22611 | Agostina the Immaculate - Illuminating The Ordinary, Making It Extraordinary. | 13964 | none | 0 | none | ||
| 22616 | Patron Saint of Generosit-tea | 13964 | none | 0 | none |