Fold 2 - Understanding why coefficient 143587511 was selected
Tag: BABY PINK
Selected Coefficient: 143587511
Taxonomy Path: 1.1.10.2.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 143587511 | 1.000000 | 1.1.10.2.3 | 3.2.10.1.1 (3*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 523254079 | 1.000000 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BABY PINK" tag (processing sequence 3530). 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 |
|---|---|---|---|---|---|---|---|
| 1029 | Not a DB Pagoda Blazer | 523254079 | none | 379666568 | SMYTHE BLAZER | ||
| 1669 | Maia Cape - 100% Cotton Knit | 143587511 | none | 0 | none | ||
| 1535 | Firenze Cape - 10% Cashmere / 40% Merino Blend Knit | 0 | CAPE SHAWL | -143587511 | none |