Fold 4 - Understanding why coefficient 35856 was selected
Tag: SNEAKER
Selected Coefficient: 35856
Taxonomy Path: 1.8.7
Taxonomy Name: Apparel & Accessories > Shoes > Slippers
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 35856 | 2.000198 | 1.8.7 | 7.8.1 (7*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Slippers | Yes |
| 40897 | 2.000198 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| -2213071 | 3.000000 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SNEAKER" tag (processing sequence 207). 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 |
|---|---|---|---|---|---|---|---|
| 9534 | CRU: DOTTY PRINT TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 5041 | SALE | |
| 9916 | House Sneaker Slips | 35856 | Apparel & Accessories > Shoes > Slippers | none | 0 | SHOES, SLIPPERS | |
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | 0 | TRAINERS | -35856 | ROXY | ||
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | -2213071 | NAVY, TRAINERS | -2248927 | ROXY |