Fold 4 - Understanding why coefficient 627157 was selected
Tag: SMOKING
Selected Coefficient: 627157
Taxonomy Path: 9.3.8.1
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 627157 | 0.000000 | 9.3.8.1 | 1.8.3.9 (571787 + 8*83^2 + 3*83 + 9) | Yes |
These are the training products that have the "SMOKING" tag (processing sequence 2122). 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 |
|---|---|---|---|---|---|---|---|
| 27350 | Smoking Thinnest Brown King Size + Tips | 627157 | none | 0 | KING SIZE |