Fold 1 - Understanding why coefficient 1349 was selected
Tag: BROWN GREY EMBROIDERY THREAD
Selected Coefficient: 1349
Taxonomy Path: 6.17
Taxonomy Name: Business & Industrial > Manufacturing
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? |
|---|---|---|---|---|---|
| 1349 | 1.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BROWN GREY EMBROIDERY THREAD" tag (processing sequence 952). 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 |
|---|---|---|---|---|---|---|---|
| 19927 | Madeira Classic Rayon #12 : Color 920-1011 Gray, Chrome | 1349 | Business & Industrial > Manufacturing | none | 0 | none | |
| 20112 | Madeira Classic Rayon #12 : Color 920-1212 Gray, Stainless Steel | 1349 | Business & Industrial > Manufacturing | none | 0 | none | |
| 19944 | Madeira Classic Rayon #12 : Color 920-1060 Brown/Gray, Pussy Willow | 0 | 920-1055 | -1349 | GRAY EMBROIDERY THREAD |