Fold 4 - Understanding why coefficient 638 was selected
Tag: GAS
Selected Coefficient: 638
Taxonomy Path: 6.8
Taxonomy Name: Business & Industrial > Food Service
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? |
|---|---|---|---|---|---|
| 638 | 1.000000 | 6.8 | 8.6 (8*79 + 6) | Business & Industrial > Food Service | Yes |
| 505031480923 | 1.000000 | 78.78.46.9.10.6.2 | 2.6.10.9.46.78.78 (2*79^6 + 6*79^5 + 10*79^4 + 9*79^3 + 46*79^2 + 78*79 + 78) | No |
These are the training products that have the "GAS" tag (processing sequence 3192). 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 |
|---|---|---|---|---|---|---|---|
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 505031480923 | BABIES, CRUELTY FREE, CHILDREN'S, FAIR TRADE | 505031480285 | SLEEP | ||
| 1401 | CO2 Tank 2.5# New | 638 | Business & Industrial > Food Service | none | 0 | none |