Fold 0 - Understanding why coefficient -34790 was selected
Tag: AOP
Selected Coefficient: -34790
Taxonomy Path: -0.64.6
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -34790 | 1.000000 | -0.64.6 | -6.64.0 (-(6*71^2 + 64*71)) | Yes | |
| 2424806 | 1.000000 | 14.1.55.6 | 6.55.1.14 (6*71^3 + 55*71^2 + 71 + 14) | No |
These are the training products that have the "AOP" tag (processing sequence 431). 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 |
|---|---|---|---|---|---|---|---|
| 249 | Accessory Pouch | 2424806 | ACCESSORIES, ALL OVER PRINT | 2459596 | BAGS, MADE IN USA | ||
| 496 | Colored Witchy Women's Low Top Sneakers | -34790 | ALL OVER PRINT | 0 | none |