Fold 2 - Understanding why coefficient -10153 was selected
Tag: UN'ESTATE ITALIANA
Selected Coefficient: -10153
Taxonomy Path: -0.1.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -10153 | 0.014481 | -0.1.2 | -2.1.0 (-(2*71^2 + 71)) | Yes | |
| 45298 | 0.014481 | 0.70.8 | 8.70.0 (8*71^2 + 70*71) | No | |
| 393127 | 0.014481 | 0.70.6.1 | 1.6.70.0 (357911 + 6*71^2 + 70*71) | No | |
| 0 | 0.042254 | 0 | 0 (0) | No |
These are the training products that have the "UN'ESTATE ITALIANA" tag (processing sequence 2300). 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 | 393127 | ABRICOT ATELIER | 403280 | none | ||
| 6804 | Gonna Alberobello | 45298 | ABRICOT ATELIER | 55451 | none | ||
| 6713 | Gonna Salentina | 0 | GONNA ABRICOT ATELIER | 10153 | none | ||
| 6811 | Abitino Firenze | -10153 | ABRICOT ATELIER | 0 | none |