Fold 4 - Understanding why coefficient -571787 was selected
Tag: JAPAN
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -571787 | 1.000000 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 2900437 | 2.000000 | 2.2.6.5 | 5.6.2.2 (5*83^3 + 6*83^2 + 2*83 + 2) | No |
These are the training products that have the "JAPAN" tag (processing sequence 3584). 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 |
|---|---|---|---|---|---|---|---|
| 20449 | WONTON Vegeta costume | 2900437 | none | 3472224 | BULLDOG CLOTHES | ||
| 14898 | Junmai Kimoto Sake 720ml | -571787 | SAKE | 0 | none | ||
| 14916 | Little Sumo Junmai Sake Cup 200ml | -571787 | SAKE | 0 | none |