Fold 0 - Understanding why coefficient 578768 was selected
Tag: IMPERIAL STOUT
Selected Coefficient: 578768
Taxonomy Path: 9.1.1.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 578768 | 1.000000 | 9.1.1.1 | 1.1.1.9 (571787 + 6889 + 83 + 9) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "IMPERIAL STOUT" tag (processing sequence 440). 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 |
|---|---|---|---|---|---|---|---|
| 23434 | Neon Raptor - Chronoscepter | 578768 | none | 0 | none | ||
| 23436 | Nerd x Emperor's - Dark Mode | 578768 | none | 0 | none | ||
| 23645 | Vault City - Casualty Of Society | 578768 | none | 0 | none | ||
| 23658 | Vault City - DDF Caterpillar Cake | 578768 | none | 0 | none | ||
| 23659 | Vault City - DDF M*rs Bar | 578768 | none | 0 | none | ||
| 23727 | Sam Smiths - Imperial Stout | 578768 | none | 0 | none | ||
| 23761 | Tartarus - Tisiphone | 578768 | none | 0 | none | ||
| 23919 | Brew York - Collabor8 | 0 | BREW YORK | -578768 | none |