Fold 2 - Understanding why coefficient 8094659 was selected
Tag: 8
Selected Coefficient: 8094659
Taxonomy Path: 1.1.13.14
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? |
|---|---|---|---|---|---|
| 8094659 | 0.000145 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 9190010 | 0.000145 | 1.1.6.16 | 16.6.1.1 (16*83^3 + 6*83^2 + 83 + 1) | No |
These are the training products that have the "8" tag (processing sequence 4908). 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 | 9190010 | none | 1095351 | none | ||
| 31907 | Tis The Season | Ash | Sweatshirt | 8094659 | none | 0 | none |