Fold 4 - Understanding why coefficient -2040816 was selected
Tag: GAS
Selected Coefficient: -2040816
Taxonomy Path: -9.0.11.4
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? |
|---|---|---|---|---|---|
| -2040816 | 1.000000 | -9.0.11.4 | -4.11.0.9 (-(4*79^3 + 11*79^2 + 9)) | Yes | |
| 638 | 1.000000 | 6.8 | 8.6 (8*79 + 6) | Business & Industrial > Food Service | No |
These are the training products that have the "GAS" tag (processing sequence 3352). 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 |
|---|---|---|---|---|---|---|---|
| 1401 | CO2 Tank 2.5# New | 638 | Business & Industrial > Food Service | none | 2041454 | none | |
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -2040816 | FAIR TRADE | 0 | none |