Fold 1 - Understanding why coefficient -14788 was selected
Tag: GIRL BIRTHDAY
Selected Coefficient: -14788
Taxonomy Path: -14.12.2
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? |
|---|---|---|---|---|---|
| -14788 | 1.000000 | -14.12.2 | -2.12.14 (-(2*83^2 + 12*83 + 14)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GIRL BIRTHDAY" tag (processing sequence 5013). 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 |
|---|---|---|---|---|---|---|---|
| 29508 | Happy Birthday Yard Signs | 0 | BOY BIRTHDAY | 14788 | none | ||
| 10538 | Dinosaur Shapes | -14788 | KOSHER, BOY BIRTHDAY | 0 | none |