Fold 1 - Understanding why coefficient 574 was selected
Tag: GAS
Selected Coefficient: 574
Taxonomy Path: 6.8
Taxonomy Name: Business & Industrial > Food Service
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 574 | 0.000000 | 6.8 | 8.6 (8*71 + 6) | Business & Industrial > Food Service | Yes |
These are the training products that have the "GAS" tag (processing sequence 782). 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 |
|---|---|---|---|---|---|---|---|
| 1370 | Blend Tank Fill - 20 Pound | 574 | Business & Industrial > Food Service | none | 0 | none | |
| 1401 | CO2 Tank 2.5# New | 574 | Business & Industrial > Food Service | none | 0 | none |