Fold 1 - Understanding why coefficient -4663937 was selected
Tag: 8
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4663937 | 1.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 6841442 | 1.000000 | 1.8.80.11 | 11.80.8.1 (11*83^3 + 80*83^2 + 8*83 + 1) | No |
These are the training products that have the "8" tag (processing sequence 4961). 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 |
|---|---|---|---|---|---|---|---|
| 26863 | Pink Bralette set lingerie | 6841442 | 12, 10 | 11505379 | none | ||
| 31907 | Tis The Season | Ash | Sweatshirt | -4663937 | LONG-SLEEVE, SHOP ALL | 0 | WHOLESALE |