Fold 1 - Understanding why coefficient 776314 was selected
Tag: BELOW KNEE
Selected Coefficient: 776314
Taxonomy Path: 0.0.12.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 776314 | 0.000198 | 0.0.12.2 | 2.12.0.0 (2*71^3 + 12*71^2) | Yes | |
| 0 | 0.000397 | 0 | 0 (0) | No |
These are the training products that have the "BELOW KNEE" tag (processing sequence 66). 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 |
|---|---|---|---|---|---|---|---|
| 2266 | Juzo Soft Class 1 Below Knee Socks with Soft Top Border and Open Toes | 776314 | OPEN TOE | 0 | none | ||
| 2268 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Open Toes | 776314 | OPEN TOE | 0 | none | ||
| 2267 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Closed Toes | 0 | CLOSED TOE | -776314 | none |