Fold 2 - Understanding why coefficient 27822 was selected
Tag: HIP HOP
Selected Coefficient: 27822
Taxonomy Path: 17.3.4
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 7
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 | 6.000435 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 41600 | 6.000581 | 17.3.6 | 6.3.17 (6*83^2 + 3*83 + 17) | No | |
| 20933 | 6.000726 | 17.3.3 | 3.3.17 (3*83^2 + 3*83 + 17) | No | |
| 165503 | 9.000145 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | No | |
| 167 | 9.000290 | 1.2 | 2.1 (2*83 + 1) | No | |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| 6988 | 11.000000 | 16.1.1 | 1.1.16 (6889 + 83 + 16) | No |
These are the training products that have the "HIP HOP" tag (processing sequence 5981). 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 |
|---|---|---|---|---|---|---|---|
| 30508 | THUG LIFE LAPEL PIN | 165503 | none | 137681 | 2PAC | ||
| 30490 | COMPTON LAPEL PIN | 165503 | none | 137681 | none | ||
| 25618 | Czarface - Czartificial Intelligence (Stole the Ball) LP BFRSD | 41600 | none | 13778 | none | ||
| 25771 | El Michels Affair & Black Thought - Glorious Game LP | 41600 | none | 13778 | none | ||
| 25801 | Lil Uzi Vert - Luv Is Rage RSD 2024 LP | 27822 | none | 0 | none | ||
| 25787 | Kid Cudi - Insano LP | 27822 | none | 0 | none | ||
| 25619 | V/A - Murder Was the Case OST RSD 2024 LP | 27822 | none | 0 | none | ||
| 27228 | Greatest Hits | Cash Money Records | 20933 | none | -6889 | NEW ORLEANS | ||
| 30456 | POLE DANCING LAPEL PIN | 6988 | none | -20834 | none | ||
| 30500 | CALL TYRONE LAPEL PIN | 167 | none | -27655 | none | ||
| 30493 | COLDWORLD LAPEL PIN | 0 | LAPEL PINS | -27822 | none | ||
| 30494 | GRADUATION LAPEL PIN | 0 | LAPEL PINS | -27822 | none |