Fold 3 - Understanding why coefficient -4360537 was selected
Tag: MILLENNIUM TOUR
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4360537 | 2.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 4360537 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "MILLENNIUM TOUR" tag (processing sequence 156). 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 |
|---|---|---|---|---|---|---|---|
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DESIGN, BRICKS | 8721074 | 2021, 90S | |
| 5469 | Airbrush Millenium Tour Shirt Design | 0 | DESIGN | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | 2021, 90S, NEON GREEN | |
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | -4360537 | DESIGN, BLUE | 0 | 2021, 90S |