Fold 2 - Understanding why coefficient 55370 was selected
Tag: 77MM
Selected Coefficient: 55370
Taxonomy Path: 9.3.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 55370 | 1.000000 | 9.3.8 | 8.3.9 (8*83^2 + 3*83 + 9) | Yes | |
| 55874 | 2.000000 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | No |
These are the training products that have the "77MM" tag (processing sequence 3516). 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 |
|---|---|---|---|---|---|---|---|
| 27325 | Smoking Brown Limited Edition Tin | 55874 | none | 504 | Business & Industrial > Film & Television | SINGLE WIDE, STASH TIN | |
| 27319 | Smoking Organic Limited Edition Tin | 55370 | none | 0 | SINGLE WIDE, STASH TIN | ||
| 27460 | Smoking Master 1 1/4 Medium Size Slim | 55370 | none | 0 | none |