Fold 4 - 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 | 1.000000 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 1026724 | 5.000000 | 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 2521). 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 | |
| 25609 | Cramps, The - Off the Bone LP | 27822 | none | 0 | none | ||
| 25611 | Creed - Greatest Hits LP | 27822 | none | 0 | none | ||
| 25620 | Van Halen - Women and Children First 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 |