Fold 4 - Understanding why coefficient -8094659 was selected
Tag: COFFEE LOVERS
Selected Coefficient: -8094659
Taxonomy Path: -1.1.13.14
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -8094659 | 2.000000 | -1.1.13.14 | -14.13.1.1 (-(14*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COFFEE LOVERS" tag (processing sequence 3948). 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 |
|---|---|---|---|---|---|---|---|
| 31785 | Pink Christmas Coffee Lovers Sweatshirt | 0 | SWEATSHIRT | 8094659 | none | ||
| 31786 | Christmas Coffee Lovers Sweatshirt | 0 | SWEATSHIRT | 8094659 | none | ||
| 31782 | Dog Mom Coffee Lovers Comfort Colors T-Shirt | -8094659 | 17176014, SWEATSHIRT | 0 | none | ||
| 31783 | Pink Christmas Coffee Lovers Comfort Colors T-Shirt | -8094659 | 17176014, SWEATSHIRT | 0 | none | ||
| 31784 | Christmas Coffee Lovers Comfort Colors T-Shirt | -8094659 | 17176014, SWEATSHIRT | 0 | none |