Fold 1 - Understanding why coefficient 258 was selected
Tag: #ROLLYOUROWN
Selected Coefficient: 258
Taxonomy Path: 9.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 258 | 1.000145 | 9.3 | 3.9 (3*83 + 9) | Yes | |
| 627157 | 1.000145 | 9.3.8.1 | 1.8.3.9 (571787 + 8*83^2 + 3*83 + 9) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "#ROLLYOUROWN" tag (processing sequence 3464). 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 |
|---|---|---|---|---|---|---|---|
| 27382 | Smoking Thinnest Brown 1 1/4 Medium Size | 627157 | none | 626899 | none | ||
| 27314 | Smoking Thinnest Limited Edition Tin | 258 | none | 0 | 69MM, 70MM, 78MM | ||
| 27350 | Smoking Thinnest Brown King Size + Tips | 0 | SMOKING | -258 | KING SIZE |