Fold 0 - Understanding why coefficient 27822 was selected
Tag: ROCK
Selected Coefficient: 27822
Taxonomy Path: 17.3.4
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 27822 | 1.000290 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 41600 | 1.000871 | 17.3.6 | 6.3.17 (6*83^2 + 3*83 + 17) | No | |
| 1026724 | 8.000000 | 14.3.66.1 | 1.66.3.14 (571787 + 66*83^2 + 3*83 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
These are the training products that have the "ROCK" tag (processing sequence 3379). 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 |
|---|---|---|---|---|---|---|---|
| 5142 | Tiger Iron Polished Crystal Gemstone | 1026724 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 998902 | none | |
| 25804 | Linkin Park - Papercuts LP | 41600 | none | 13778 | none | ||
| 25641 | Yardbirds, The - Five Live RSD 2024 LP | 41600 | none | 13778 | none | ||
| 25611 | Creed - Greatest Hits LP | 27822 | none | 0 | none | ||
| 25620 | Van Halen - Women and Children First LP | 27822 | none | 0 | none | ||
| 25609 | Cramps, The - Off the Bone 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 | ||
| 25610 | Cranberries, The - Bury the Hatchet RSD 2024 LP | 27822 | none | 0 | none |