Fold 4 - Understanding why coefficient 40897 was selected
Tag: BASEBALL
Selected Coefficient: 40897
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 40897 | 0.028169 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 143 | 0.042254 | 1.2 | 2.1 (2*71 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 5479639 | 0.042254 | 1.1.22.15 | 15.22.1.1 (15*71^3 + 22*71^2 + 71 + 1) | No |
These are the training products that have the "BASEBALL" tag (processing sequence 2488). 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 |
|---|---|---|---|---|---|---|---|
| 884 | Ankh Life Baseball Jersey Custom “Mets” | 5479639 | JERSEY | 5438742 | none | ||
| 9711 | Fast Sneaker Silver Sequins | 40897 | Apparel & Accessories > Shoes > Sneakers | 2023LAUNCH, SHOES | 0 | none | |
| 9723 | Fast Sneaker Silver | 40897 | Apparel & Accessories > Shoes > Sneakers | 2023LAUNCH, SHOES | 0 | none | |
| 3488 | RAISING BALLERS DTF TRANSFER | 143 | Apparel & Accessories > Clothing Accessories | none | -40754 | none |