Fold 0 - Understanding why coefficient -2213071 was selected
Tag: SNEAKER
Selected Coefficient: -2213071
Taxonomy Path: -1.1.13.6
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? |
|---|---|---|---|---|---|
| -2213071 | 2.000000 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 35694 | 2.000000 | 52.5.7 | 7.5.52 (7*71^2 + 5*71 + 52) | No |
These are the training products that have the "SNEAKER" tag (processing sequence 2114). 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 | 35694 | SALE | 2248765 | none | ||
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | 0 | TRAINERS | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | ROXY | |
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | -2213071 | NAVY, TRAINERS | 0 | ROXY |