Fold 1 - Understanding why coefficient -241096 was selected
Tag: HUNTING
Selected Coefficient: -241096
Taxonomy Path: -64.82.34
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? |
|---|---|---|---|---|---|
| -241096 | 1.000000 | -64.82.34 | -34.82.64 (-(34*83^2 + 82*83 + 64)) | Yes | |
| 670 | 1.000000 | 6.8 | 8.6 (8*83 + 6) | No |
These are the training products that have the "HUNTING" tag (processing sequence 5026). 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 |
|---|---|---|---|---|---|---|---|
| 13688 | Bone-In Bandsaw Blades - 2 Pack - Choose Your Size- Cozzini Cutlery Imports | 670 | none | 241766 | none | ||
| 24832 | Hunter's Prayer | -241096 | PVC PATCH | 0 | MORAL PATCH |