Fold 0 - Understanding why coefficient -1805002 was selected
Tag: WILLOW
Selected Coefficient: -1805002
Taxonomy Path: -1.1.13.3
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? |
|---|---|---|---|---|---|
| -1805002 | 1.000000 | -1.1.13.3 | -3.13.1.1 (-(3*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 96129190 | 1.000000 | 1.1.10.2.2 | 2.2.10.1.1 (2*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "WILLOW" tag (processing sequence 5121). 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 |
|---|---|---|---|---|---|---|---|
| 985 | Karma Bomber | 96129190 | none | 97934192 | none | ||
| 24574 | Logo Cropped Hoodie | -1805002 | MEMORIAL 2023, SHOP ALL | 0 | none |