Fold 3 - Understanding why coefficient 206837 was selected
Tag: WATCH
Selected Coefficient: 206837
Taxonomy Path: 1.2.30
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? |
|---|---|---|---|---|---|
| 206837 | 0.012048 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | Yes | |
| 1668467 | 0.012048 | 1.16.76.2 | 2.76.16.1 (2*83^3 + 76*83^2 + 16*83 + 1) | No |
These are the training products that have the "WATCH" tag (processing sequence 5137). 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 |
|---|---|---|---|---|---|---|---|
| 11252 | Nomination Composable Watch Glitter Cz Dial | 1668467 | STEEL | 1461630 | none | ||
| 31104 | Hematite Skylight Galaxy Watch Strap | 206837 | none | 0 | none |