Fold 0 - Understanding why coefficient -82432 was selected
Tag: WATCH
Selected Coefficient: -82432
Taxonomy Path: -13.80.11
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -82432 | 1.000000 | -13.80.11 | -11.80.13 (-(11*83^2 + 80*83 + 13)) | Yes | |
| 206837 | 1.000000 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No |
These are the training products that have the "WATCH" tag (processing sequence 5117). 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 |
|---|---|---|---|---|---|---|---|
| 31104 | Hematite Skylight Galaxy Watch Strap | 206837 | none | 289269 | none | ||
| 11252 | Nomination Composable Watch Glitter Cz Dial | -82432 | STEEL | 0 | none |