Fold 2 - Understanding why coefficient 41600 was selected
Tag: UPCOMING
Selected Coefficient: 41600
Taxonomy Path: 17.3.6
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 41600 | 0.000581 | 17.3.6 | 6.3.17 (6*83^2 + 3*83 + 17) | Yes | |
| 20933 | 0.000871 | 17.3.3 | 3.3.17 (3*83^2 + 3*83 + 17) | No | |
| 27822 | 0.000871 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | No |
These are the training products that have the "UPCOMING" tag (processing sequence 4533). 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 |
|---|---|---|---|---|---|---|---|
| 9321 | V/A - Eurovision Song Contest Liverpool 2023 | 41600 | none | 0 | none | ||
| 7290 | Susanna - Jeg Vil Hjem Til Menneskene | 41600 | none | 0 | none | ||
| 6134 | Slint - Tweez | 41600 | none | 0 | none | ||
| 7869 | Thelonious Monk, John Coltrane - Thelonious Monk With John Coltrane | 41600 | none | 0 | UNIVERSAL | ||
| 32774 | Various - Mid-Atlantic Story Vol. 3 | 27822 | none | -13778 | none | ||
| 8595 | Tito Puente - Para Los Rumberos | 27822 | none | -13778 | UNIVERSAL | ||
| 8445 | Thundercat - Drunk | 20933 | none | -20667 | none | ||
| 7756 | Thelonious Monk - Genius of Modern Music | 20933 | none | -20667 | none |