Fold 0 - Understanding why coefficient 27822 was selected
Tag: POP
Selected Coefficient: 27822
Taxonomy Path: 17.3.4
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 27822 | 0.000581 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 7155 | 0.000871 | 17.3.1 | 1.3.17 (6889 + 3*83 + 17) | No |
These are the training products that have the "POP" tag (processing sequence 3862). 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 |
|---|---|---|---|---|---|---|---|
| 25797 | Laufey - Night at the Symphony RSD 2024 LP | 27822 | none | 0 | none | ||
| 25767 | Illenium - Fallen Embers BFRSD LP | 27822 | none | 0 | none | ||
| 25777 | Joji - Smithereens LP | 27822 | none | 0 | none | ||
| 25779 | Katy Perry - Teenage Dream LP | 27822 | none | 0 | none | ||
| 25796 | Laufey - Bewitched LP | 27822 | none | 0 | none | ||
| 25638 | Weeknd, The - Live at Sofi RSD 2024 LP | 27822 | none | 0 | none | ||
| 12796 | Thus Owls - Woman In Car (The Soundtrack) | 7155 | none | -20667 | none | ||
| 12807 | YACHT - Chain Tripping | 7155 | none | -20667 | none | ||
| 12808 | Zoon - Bekka Ma'iingan | 7155 | none | -20667 | none | ||
| 12793 | The Rural Alberta Advantage - The Rise & The Fall | 7155 | none | -20667 | none |