Fold 4 - Understanding why coefficient 2287148 was selected
Tag: 2PAC
Selected Coefficient: 2287148
Taxonomy Path: 0.0.0.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 2287148 | 1.024098 | 0.0.0.4 | 4.0.0.0 (4*83^3) | Yes | |
| 2858935 | 1.024098 | 0.0.0.5 | 5.0.0.0 (5*83^3) | No | |
| -4663521 | 1.036145 | -0.79.12.8 | -8.12.79.0 (-(8*83^3 + 12*83^2 + 79*83)) | No | |
| 96087357 | 1.036145 | 0.78.3.2.2 | 2.2.3.78.0 (2*83^4 + 2*83^3 + 3*83^2 + 78*83) | No | |
| 137681 | 4.000000 | 67.81.19 | 19.81.67 (19*83^2 + 81*83 + 67) | No |
These are the training products that have the "2PAC" tag (processing sequence 6942). 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 |
|---|---|---|---|---|---|---|---|
| 32918 | LEGACY BOMBER (GOLD) | 96087357 | MOST POPULAR | 93800209 | none | ||
| 5012 | All Eyez On Me Hoodies | 2858935 | BEST SELLING | 571787 | none | ||
| 33955 | Tupac Ugly Christmas Sweater | 2287148 | BEST SELLING | 0 | none | ||
| 30508 | THUG LIFE LAPEL PIN | 137681 | HIP HOP | -2149467 | none | ||
| 33982 | The Notorious B.I.G King Collection | -4663521 | BEST SELLING | -6950669 | none |