Fold 2 - Understanding why coefficient 31658144869 was selected
Tag: LASHES
Selected Coefficient: 31658144869
Taxonomy Path: 13.3.2.6.3.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 31658144869 | 1.000002 | 13.3.2.6.3.8 | 8.3.6.2.3.13 (8*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 23780063583 | 1.000002 | 13.3.2.6.3.6 | 6.3.6.2.3.13 (6*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 19841022940 | 1.000002 | 13.3.2.6.3.5 | 5.3.6.2.3.13 (5*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 1001784864 | 1.000010 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "LASHES" tag (processing sequence 4512). 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 |
|---|---|---|---|---|---|---|---|
| 16458 | My little mascara club-Best Little Mascara Ever - Length + Definition Formula | 31658144869 | none | 0 | none | ||
| 16459 | My little mascara club-Best Little Mascara Ever - Volume + Curl Formula | 31658144869 | none | 0 | none | ||
| 16504 | GrandeMASCARA - Waterproof - Black | 31658144869 | none | 0 | none | ||
| 16508 | GrandeRepair Leave-In Lash Conditioner Retail | 23780063583 | none | -7878081286 | none | ||
| 16519 | HAWRYCH MD Lash Enhancer - 3 month supply Retail | 23780063583 | none | -7878081286 | HAWRYCH RETAIL | ||
| 31547 | 11 - 3D Premium Mink Lashes | 19841022940 | none | -11817121929 | GLUTEN-FREE | ||
| 16457 | Avante Lash Serum Retail | 1001784864 | none | -30656360005 | none | ||
| 3089 | Eco Minerals 100% Smooth Natural Mascara | 0 | MASCARA | -31658144869 | none |