Fold 1 - Understanding why coefficient 670 was selected
Tag: GAS
Selected Coefficient: 670
Taxonomy Path: 6.8
Taxonomy Name:
Products with this tag: 3
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 | |
| 12010448032 | 2.000000 | 13.1.9.6.4.3 | 3.4.6.9.1.13 (3*83^5 + 4*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "GAS" tag (processing sequence 3546). 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 |
|---|---|---|---|---|---|---|---|
| 3133 | Dr Mercola Ketozyme - Enzymes for Ketogenic Diet | 12010448032 | none | 12010447362 | ENZYME | ||
| 1370 | Blend Tank Fill - 20 Pound | 670 | none | 0 | none | ||
| 1401 | CO2 Tank 2.5# New | 670 | none | 0 | none |