Fold 0 - Understanding why coefficient 1212548 was selected
Tag: BTS
Selected Coefficient: 1212548
Taxonomy Path: 1.1.10.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 1212548 | 0.024387 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 713087363 | 0.024387 | 1.1.10.2.15 | 15.2.10.1.1 (15*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 4663937 | 0.024534 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 6951085 | 0.024534 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 55611 | 0.060241 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "BTS" tag (processing sequence 6429). 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 |
|---|---|---|---|---|---|---|---|
| 33980 | BTS Baseball Jackets | 713087363 | none | 711874815 | BEST SELLING | ||
| 33975 | BTS Wings Sweaters | 6951085 | none | 5738537 | none | ||
| 33974 | BTS Dark & Wild Shirts | 4663937 | none | 3451389 | none | ||
| 33971 | BTS K-POP Hoodies | 1212548 | none | 0 | none | ||
| 33972 | BTS K-POP Hoodies | 1212548 | none | 0 | BEST SELLING | ||
| 33973 | BTS Seven Power Necklaces | 55611 | none | -1156937 | BEST SELLING | ||
| 33976 | BTS Youth Ring Necklaces | 55611 | none | -1156937 | BEST SELLING |