Fold 1 - Understanding why coefficient 27822 was selected
Tag: ROCK
Selected Coefficient: 27822
Taxonomy Path: 17.3.4
Taxonomy Name:
Products with this tag: 6
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 | 0.000290 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 41600 | 0.000581 | 17.3.6 | 6.3.17 (6*83^2 + 3*83 + 17) | No |
These are the training products that have the "ROCK" tag (processing sequence 3444). 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 |
|---|---|---|---|---|---|---|---|
| 25641 | Yardbirds, The - Five Live RSD 2024 LP | 41600 | none | 13778 | none | ||
| 25804 | Linkin Park - Papercuts LP | 41600 | none | 13778 | none | ||
| 25610 | Cranberries, The - Bury the Hatchet RSD 2024 LP | 27822 | none | 0 | none | ||
| 25760 | HIM - Bury Me Deep Inside Your Heart RSD 2024 LP | 27822 | none | 0 | none | ||
| 25778 | Journey - Greatest Hits LP | 27822 | none | 0 | none | ||
| 25803 | Linkin Park - Lost Demos LP BFRSD | 27822 | none | 0 | none |