Fold 2 - Understanding why coefficient 561 was selected
Tag: ON-SALE AUTO-MECHANIC
Selected Coefficient: 561
Taxonomy Path: 8.7
Taxonomy Name: Electronics > Electronics Accessories
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 561 | 0.000000 | 8.7 | 7.8 (7*79 + 8) | Electronics > Electronics Accessories | Yes |
These are the training products that have the "ON-SALE AUTO-MECHANIC" tag (processing sequence 1368). 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 |
|---|---|---|---|---|---|---|---|
| 8459 | Smok Rigel 230W Starter Kit 2ML (CRC) | 561 | Electronics > Electronics Accessories | none | 0 | none | |
| 8465 | Pioneer4You IPV5 | 561 | Electronics > Electronics Accessories | none | 0 | none |