Fold 2 - Understanding why coefficient 25218 was selected
Tag: UNIVERSAL
Selected Coefficient: 25218
Taxonomy Path: 17.3.4
Taxonomy Name: Media > Music & Sound Recordings > Records & LPs
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? |
|---|---|---|---|---|---|
| 25218 | 0.000000 | 17.3.4 | 4.3.17 (4*79^2 + 3*79 + 17) | Media > Music & Sound Recordings > Records & LPs | Yes |
These are the training products that have the "UNIVERSAL" tag (processing sequence 1400). 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 |
|---|---|---|---|---|---|---|---|
| 8595 | Tito Puente - Para Los Rumberos | 25218 | Media > Music & Sound Recordings > Records & LPs | none | 0 | _FORMAT_LP | |
| 8663 | Travis - Good Feeling | 25218 | Media > Music & Sound Recordings > Records & LPs | none | 0 | _FORMAT_LP |