Fold 0 - Understanding why coefficient 4 was selected
Tag: BIG GIRL
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 4 | 1.000000 | 4 | 4 (4) | Yes | |
| 4670909 | 3.000000 | 1.2.14.8 | 8.14.2.1 (8*83^3 + 14*83^2 + 2*83 + 1) | No |
These are the training products that have the "BIG GIRL" tag (processing sequence 2956). 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 |
|---|---|---|---|---|---|---|---|
| 17673 | 50 States Stars :: Big Girl Headband | 4670909 | none | 4670905 | none | ||
| 22017 | Butterfly :: Big Girl Headband | 4 | none | 0 | none | ||
| 22046 | Country Coquette :: Big Girl Headband | 4 | none | 0 | none | ||
| 22196 | Spice :: Big Girl Headband | 4 | none | 0 | BTS24 |