Fold 0 - Understanding why coefficient 1197 was selected
Tag: TOOLS
Selected Coefficient: 1197
Taxonomy Path: 12.15
Taxonomy Name: Hardware > Tools
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 1197 | 0.000000 | 12.15 | 15.12 (15*79 + 12) | Hardware > Tools | Yes |
These are the training products that have the "TOOLS" tag (processing sequence 1886). 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 |
|---|---|---|---|---|---|---|---|
| 8604 | Waterless Wash Wax Mop 15" with Deluxe Pole - Extends 3' 9" to 9' | 1197 | Hardware > Tools | none | 0 | none |