Fold 4 - Understanding why coefficient 55370 was selected
Tag: SMOKING ROLLING PAPERS
Selected Coefficient: 55370
Taxonomy Path: 9.3.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 55370 | 1.000003 | 9.3.8 | 8.3.9 (8*83^2 + 3*83 + 9) | Yes | |
| 627157 | 1.000003 | 9.3.8.1 | 1.8.3.9 (571787 + 8*83^2 + 3*83 + 9) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "SMOKING ROLLING PAPERS" tag (processing sequence 4077). 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 |
|---|---|---|---|---|---|---|---|
| 27337 | Smoking Green King Size | Hemp Paper | 627157 | none | 571787 | none | ||
| 27426 | Smoking Tree Free King Size | Flax | 627157 | none | 571787 | 69MM | ||
| 27395 | Smoking Tree Free Regular Size Double Window | Flax | 55370 | none | 0 | 69MM | ||
| 27401 | Smoking Master 1 1/4 Size Slim 200 Flat Pack | 55370 | none | 0 | none | ||
| 27342 | Smoking Green 1 1/4 Medium Size | Hemp Paper | 0 | 1 1/4 SIZE | -55370 | none |