Fold 4 - Understanding why coefficient -55112 was selected
Tag: 77MM
Selected Coefficient: -55112
Taxonomy Path: -0.0.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -55112 | 2.000145 | -0.0.8 | -8.0.0 (-(8*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| 504 | 3.000000 | 6.6 | 6.6 (6*83 + 6) | Business & Industrial > Film & Television | No |
| 627157 | 3.000000 | 9.3.8.1 | 1.8.3.9 (571787 + 8*83^2 + 3*83 + 9) | No |
These are the training products that have the "77MM" tag (processing sequence 6696). 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 | 682269 | none | ||
| 27325 | Smoking Brown Limited Edition Tin | 504 | Business & Industrial > Film & Television | 69MM | 55616 | none | |
| 27319 | Smoking Organic Limited Edition Tin | 0 | 69MM | 55112 | none | ||
| 27314 | Smoking Thinnest Limited Edition Tin | -55112 | 69MM | 0 | none |