Fold 0 - Understanding why coefficient 482 was selected
Tag: USB
Selected Coefficient: 482
Taxonomy Path: 8.6
Taxonomy Name: Electronics > Computers
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? |
|---|---|---|---|---|---|
| 482 | 0.000000 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | Yes |
These are the training products that have the "USB" tag (processing sequence 1596). 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 |
|---|---|---|---|---|---|---|---|
| 5982 | USB 3.0 Full Function Docking Station with USB-C Connection | 482 | Electronics > Computers | none | 0 | HDMI HUBS |