Fold 2 - Understanding why coefficient -6419 was selected
Tag: OUTLET
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
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? |
|---|---|---|---|---|---|
| -6419 | 1.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 4050569 | 1.000000 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | No |
These are the training products that have the "OUTLET" tag (processing sequence 2712). 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 |
|---|---|---|---|---|---|---|---|
| 19530 | Evergreen Collar | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 4056988 | none | |
| 11238 | Composable Classic Link in Silver and black Stones | -6419 | LINK, SALE | 0 | none |