Fold 3 - Understanding why coefficient 486 was selected
Tag: 222
Selected Coefficient: 486
Taxonomy Path: 12.6
Taxonomy Name: Hardware > Hardware Accessories
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? |
|---|---|---|---|---|---|
| 486 | 0.000000 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | Yes |
These are the training products that have the "222" tag (processing sequence 1403). 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 |
|---|---|---|---|---|---|---|---|
| 20009 | Singer Featherweight 221 Striated Face Plate | 486 | Hardware > Hardware Accessories | none | 0 | none |