Fold 1 - Understanding why coefficient 627157 was selected
Tag: SMOKING ROLLING PAPERS
Selected Coefficient: 627157
Taxonomy Path: 9.3.8.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 627157 | 0.000002 | 9.3.8.1 | 1.8.3.9 (571787 + 8*83^2 + 3*83 + 9) | Yes | |
| 55370 | 0.000005 | 9.3.8 | 8.3.9 (8*83^2 + 3*83 + 9) | No |
These are the training products that have the "SMOKING ROLLING PAPERS" tag (processing sequence 3098). 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 | 0 | PURE HEMP | ||
| 27342 | Smoking Green 1 1/4 Medium Size | Hemp Paper | 627157 | none | 0 | 1 1/4 SIZE, PURE HEMP | ||
| 27426 | Smoking Tree Free King Size | Flax | 627157 | none | 0 | 69MM, CHLORINE FREE | ||
| 27395 | Smoking Tree Free Regular Size Double Window | Flax | 55370 | none | -571787 | 69MM, CHLORINE FREE |