Fold 2 - Understanding why coefficient -19045 was selected
Tag: RUSSIAN
Selected Coefficient: -19045
Taxonomy Path: -6.4.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -19045 | 1.000000 | -6.4.3 | -3.4.6 (-(3*79^2 + 4*79 + 6)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "RUSSIAN" tag (processing sequence 2514). 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 |
|---|---|---|---|---|---|---|---|
| 7677 | Supernova Magnetic Lashes | 0 | LASHKIT | 19045 | Business & Industrial > Construction > Raw Structural Components | none | |
| 3848 | Silicon Wafer - The Making of Computer Chips, Featuring the Amiga Gary, 5719 | -19045 | MICROPROCESSOR, MEMORY, MAKING COMPUTER CHIPS | 0 | none |