Fold 0 - Understanding why coefficient -2858935 was selected
Tag: LIQUEUR
Selected Coefficient: -2858935
Taxonomy Path: -0.0.0.5
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? |
|---|---|---|---|---|---|
| -2858935 | 2.000000 | -0.0.0.5 | -5.0.0.0 (-(5*83^3)) | Yes | |
| 97782558 | 2.000000 | 9.1.1.5.2 | 2.5.1.1.9 (2*83^4 + 5*83^3 + 6889 + 83 + 9) | No | |
| 192699200 | 2.000000 | 9.1.1.5.4 | 4.5.1.1.9 (4*83^4 + 5*83^3 + 6889 + 83 + 9) | No |
These are the training products that have the "LIQUEUR" tag (processing sequence 4787). 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 |
|---|---|---|---|---|---|---|---|
| 4388 | Aperitivo Mazzura | 192699200 | none | 195558135 | none | ||
| 4393 | Bauer's Obstler Apple Pear Brandy | 97782558 | none | 100641493 | none | ||
| 20787 | Sekaiitto Wakanomegumi Premium Yuzushu (CITRON) 720ml | -2858935 | 720ML | 0 | none | ||
| 20825 | Sekaiitto Wakanomegumi Momoyamano Momosake 720ml | -2858935 | 720ML | 0 | none |