Fold 0 - Understanding why coefficient 4663937 was selected
Tag: UNISEX / MEN'S
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
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? |
|---|---|---|---|---|---|
| 4663937 | 0.000002 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 8094659 | 0.000016 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "UNISEX / MEN'S" tag (processing sequence 2325). 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 |
|---|---|---|---|---|---|---|---|
| 4084 | Warrior From Planet 9 Sweatshirt | 8094659 | none | 3430722 | none | ||
| 3966 | Born NDN Raglan | 4663937 | none | 0 | none | ||
| 3982 | Colonization | 4663937 | none | 0 | none | ||
| 3995 | EVER DEADLY | 4663937 | none | 0 | none | ||
| 4006 | Ghostbusters | 4663937 | none | 0 | none | ||
| 4026 | Majestic AF | 4663937 | none | 0 | none | ||
| 4054 | Sisters Leading The Way 2.0 | 4663937 | none | 0 | none | ||
| 4055 | Sisters Leading The Way 2.0 Raglan | 4663937 | none | 0 | none | ||
| 3954 | 154 YEARS OF GENOCIDE | 4663937 | none | 0 | none | ||
| 4105 | Ya'll Parasites | 4663937 | none | 0 | none |