Fold 1 - Understanding why coefficient 4663937 was selected
Tag: BTS
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
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? |
|---|---|---|---|---|---|
| 4663937 | 1.012195 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 6951085 | 1.012195 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 1.012339 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 55611 | 1.036145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 82766 | 4.000000 | 15.1.12 | 12.1.15 (12*83^2 + 83 + 15) | No |
These are the training products that have the "BTS" tag (processing sequence 6944). 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 |
|---|---|---|---|---|---|---|---|
| 33975 | BTS Wings Sweaters | 6951085 | none | 2287148 | none | ||
| 33974 | BTS Dark & Wild Shirts | 4663937 | none | 0 | none | ||
| 33972 | BTS K-POP Hoodies | 1212548 | none | -3451389 | BEST SELLING | ||
| 33981 | BTS Back To School Backpacks Series | 82766 | none | -4581171 | BEST SELLING | ||
| 33973 | BTS Seven Power Necklaces | 55611 | none | -4608326 | BEST SELLING |