Fold 0 - Understanding why coefficient 4025525 was selected
Tag: NUMBERS
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 5
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 4025525 | 0.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
These are the training products that have the "NUMBERS" tag (processing sequence 799). 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 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | 2021 | |
| 5468 | Airbrush Millennium Tour Blue Splatter Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | 2021 | |
| 5470 | Airbrush Millenium Tour With Stars Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | 2021 | |
| 5485 | Airbrush For The '99 and the 2000 Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5486 | Airbrush Millennium Tour With Bricks Shirt Design | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | 2021 |