Fold 0 - Understanding why coefficient 165503 was selected
Tag: 2PAC
Selected Coefficient: 165503
Taxonomy Path: 1.2.24
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 165503 | 0.024096 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | Yes | |
| 416 | 0.036145 | 1.5 | 5.1 (5*83 + 1) | No | |
| 4663937 | 0.036145 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "2PAC" tag (processing sequence 4669). 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 |
|---|---|---|---|---|---|---|---|
| 29007 | ANOTHER TRAP TEE | 4663937 | none | 4498434 | none | ||
| 30455 | LUDZIK ONE x GOOD DOPE - MINI THUG LIFE LAPEL PIN | 165503 | none | 0 | none | ||
| 30508 | THUG LIFE LAPEL PIN | 165503 | none | 0 | HIP HOP | ||
| 33982 | The Notorious B.I.G King Collection | 416 | none | -165087 | BEST SELLING |