Fold 3 - Understanding why coefficient -1073733 was selected
Tag: GOURMET SEASONINGS
Selected Coefficient: -1073733
Taxonomy Path: -0.0.0.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -1073733 | 1.000006 | -0.0.0.3 | -3.0.0.0 (-(3*71^3)) | Yes | |
| 0 | 1.000006 | 0 | 0 (0) | No | |
| -1114212 | 4.000000 | -9.2.8.3 | -3.8.2.9 (-(3*71^3 + 8*71^2 + 2*71 + 9)) | No |
These are the training products that have the "GOURMET SEASONINGS" tag (processing sequence 1339). 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 | 0 | ARTISAN BLENDED | 1073733 | SALT | ||
| 6380 | A&A VERONA SEASONING SALT | 0 | ARTISAN BLENDED | 1073733 | SALT | ||
| 6340 | A&A ITALIAN SEASONING BLEND | -1073733 | ARTISAN BLENDED | 0 | SALT | ||
| 6342 | A&A NAPOLI SEASONING BLEND | -1073733 | ARTISAN BLENDED | 0 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -1114212 | 100% NATURAL, ARTISAN BLENDED, ARTISAN GIFT BASKET | -40479 | SALT |