Fold 2 - Understanding why coefficient 1479117 was selected
Tag: SALT
Selected Coefficient: 1479117
Taxonomy Path: 0.0.0.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1479117 | 1.000002 | 0.0.0.3 | 3.0.0.0 (3*79^3) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| -593062 | 3.000000 | -9.2.16.1 | -1.16.2.9 (-(493039 + 16*79^2 + 2*79 + 9)) | No |
These are the training products that have the "SALT" tag (processing sequence 3111). 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 |
|---|---|---|---|---|---|---|---|
| 6379 | A&A SIENA SEASONING SALT | 1479117 | GOURMET SEASONINGS | 0 | none | ||
| 6380 | A&A VERONA SEASONING SALT | 1479117 | GOURMET SEASONINGS | 0 | none | ||
| 6340 | A&A ITALIAN SEASONING BLEND | 0 | GOURMET SEASONINGS | -1479117 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -593062 | WEDDING ITALIAN THEME, GOURMET SEASONINGS | -2072179 | ARTISAN GIFT BASKET |