Fold 3 - Understanding why coefficient -3939040643 was selected
Tag: GLUTEN-FREE
Selected Coefficient: -3939040643
Taxonomy Path: -0.0.0.0.0.1
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? |
|---|---|---|---|---|---|
| -3939040643 | 1.000000 | -0.0.0.0.0.1 | -1.0.0.0.0.0 (-(3939040643)) | Yes | |
| 8118817653 | 1.000000 | 13.3.2.6.5.2 | 2.5.6.2.3.13 (2*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "GLUTEN-FREE" tag (processing sequence 5029). 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 |
|---|---|---|---|---|---|---|---|
| 30695 | Luna Holographic | 8118817653 | none | 12057858296 | ANTI-AGING | ||
| 31547 | 11 - 3D Premium Mink Lashes | -3939040643 | LASHES | 0 | none |