Fold 3 - Understanding why coefficient -6310324 was selected
Tag: CHEAP
Selected Coefficient: -6310324
Taxonomy Path: -0.0.3.11
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? |
|---|---|---|---|---|---|
| -6310324 | 1.000000 | -0.0.3.11 | -11.3.0.0 (-(11*83^3 + 3*83^2)) | Yes | |
| 4663937 | 1.000000 | 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 5004). 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 | 10974261 | PUNK, GOTH, SEXY WOMENS | ||
| 31697 | Women Hoodies Embroidery Pullovers | -6310324 | HOODIE | 0 | PUNK, GOTH |