Fold 1 - Understanding why coefficient -1349 was selected
Tag: GRAY EMBROIDERY THREAD
Selected Coefficient: -1349
Taxonomy Path: -6.17
Taxonomy Name:
Products with this tag: 2
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)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GRAY EMBROIDERY THREAD" tag (processing sequence 1228). 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 |
|---|---|---|---|---|---|---|---|
| 20102 | Madeira Classic Rayon #12 : Color 920-1144 Brown, Bark | 0 | 920-1055 | 1349 | Business & Industrial > Manufacturing | GREY EMBROIDERY THREAD | |
| 19944 | Madeira Classic Rayon #12 : Color 920-1060 Brown/Gray, Pussy Willow | -1349 | 920-1055, BROWN GREY EMBROIDERY THREAD | 0 | none |