Fold 3 - Understanding why coefficient 1197 was selected
Tag: TOOLS
Selected Coefficient: 1197
Taxonomy Path: 12.15
Taxonomy Name: Hardware > Tools
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? |
|---|---|---|---|---|---|
| 1197 | 1.000000 | 12.15 | 15.12 (15*79 + 12) | Hardware > Tools | Yes |
| 39967469 | 1.000000 | 26.1.5.2.1 | 1.2.5.1.26 (38950081 + 2*79^3 + 5*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Cleaning > Car Wash Brushes | No |
These are the training products that have the "TOOLS" tag (processing sequence 3400). 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 |
|---|---|---|---|---|---|---|---|
| 8619 | Waterless Wash Wax Mop Kits | 39967469 | Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Cleaning > Car Wash Brushes | none | 39966272 | KITS | |
| 8604 | Waterless Wash Wax Mop 15" with Deluxe Pole - Extends 3' 9" to 9' | 1197 | Hardware > Tools | none | 0 | none |