Fold 1 - Understanding why coefficient 27640 was selected
Tag: UN'ESTATE ITALIANA
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 27640 | 0.000290 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 103419 | 0.000435 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 661428 | 0.000435 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "UN'ESTATE ITALIANA" tag (processing sequence 4926). 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 |
|---|---|---|---|---|---|---|---|
| 6801 | Blusa Venezia | 661428 | none | 633788 | none | ||
| 6804 | Gonna Alberobello | 103419 | none | 75779 | none | ||
| 6708 | Abito elegante Varenna | 27640 | none | 0 | none | ||
| 6811 | Abitino Firenze | 27640 | none | 0 | none |