Fold 0 - Understanding why coefficient 5 was selected
Tag: KITS
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 5 | 1.000000 | 5 | 5 (5) | Bundles | Yes |
| 39967463 | 1.000000 | 20.1.5.2.1 | 1.2.5.1.20 (38950081 + 2*79^3 + 5*79^2 + 79 + 20) | No |
These are the training products that have the "KITS" tag (processing sequence 1862). 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 |
|---|---|---|---|---|---|---|---|
| 8619 | Waterless Wash Wax Mop Kits | 39967463 | AIRCRAFT | 39967458 | TOOLS | ||
| 13745 | Dream Mat Cape "4D" Turbocharge Kit for Gold Cube | 5 | Bundles | none | 0 | none |