Fold 4 - Understanding why coefficient 670 was selected
Tag: HUNTING
Selected Coefficient: 670
Taxonomy Path: 6.8
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? |
|---|---|---|---|---|---|
| 670 | 1.000000 | 6.8 | 8.6 (8*83 + 6) | Yes | |
| 4422841 | 1.000000 | 20.1.61.7 | 7.61.1.20 (7*83^3 + 61*83^2 + 83 + 20) | No |
These are the training products that have the "HUNTING" tag (processing sequence 5022). 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 |
|---|---|---|---|---|---|---|---|
| 24832 | Hunter's Prayer | 4422841 | PVC PATCH, CHRISTIAN | 4422171 | MORAL PATCH, MORALE PATCH, MILITARY | ||
| 13688 | Bone-In Bandsaw Blades - 2 Pack - Choose Your Size- Cozzini Cutlery Imports | 670 | none | 0 | none |