Fold 2 - Understanding why coefficient 40897 was selected
Tag: MENS SNEAKERS
Selected Coefficient: 40897
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 40897 | 0.000000 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
These are the training products that have the "MENS SNEAKERS" tag (processing sequence 1664). 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 |
|---|---|---|---|---|---|---|---|
| 7691 | Aris Allen Men's Navy Canvas Oxford Dance Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7735 | Aris Allen Men's Grey Corduroy Oxford Dance Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7743 | Aris Allen Men's White Canvas Gym Style Dance Sneakers - Closeout | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7744 | Aris Allen Men's Navy Canvas Gym Style Dance Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7745 | Aris Allen Men's Grey Classic Corduroy Dance Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 7746 | Aris Allen Men's Navy Classic Canvas Dance Sneakers | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none |