Fold 2 - Understanding why coefficient 1212548 was selected
Tag: CHEAP
Selected Coefficient: 1212548
Taxonomy Path: 1.1.10.2
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? |
|---|---|---|---|---|---|
| 1212548 | 0.000145 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 4663937 | 0.000145 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "CHEAP" tag (processing sequence 4935). 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 |
|---|---|---|---|---|---|---|---|
| 31736 | Short Mesh Sleeve Tee Shirt Top | 4663937 | none | 3451389 | PUNK, SEXY WOMENS, GOTH | ||
| 31697 | Women Hoodies Embroidery Pullovers | 1212548 | none | 0 | HOODIE, PUNK, GOTH |