Fold 4 - Understanding why coefficient 4663937 was selected
Tag: CONCERT
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 2
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 | 1.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "CONCERT" tag (processing sequence 815). 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 |
|---|---|---|---|---|---|---|---|
| 5428 | Airbrush Millennium Tour Design | 4663937 | none | 0 | TSHIRT, AIRBRUSH | ||
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 4663937 | none | 0 | TSHIRT, AIRBRUSH | ||
| 5469 | Airbrush Millenium Tour Shirt Design | 4663937 | none | 0 | TSHIRT, AIRBRUSH | ||
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 4663937 | none | 0 | TSHIRT, AIRBRUSH | ||
| 5496 | Airbrush Millennium Tour 2021 Shirt Design | 4663937 | none | 0 | TSHIRT, AIRBRUSH | ||
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | 0 | LETTERS | -4663937 | TSHIRT, AIRBRUSH, T-SHIRT, TEENS |