Fold 1 - Understanding why coefficient -5146083 was selected
Tag: MAGLIERIA
Selected Coefficient: -5146083
Taxonomy Path: -0.0.0.9
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? |
|---|---|---|---|---|---|
| -5146083 | 0.000145 | -0.0.0.9 | -9.0.0.0 (-(9*83^3)) | Yes | |
| 1219353 | 0.000145 | 0.0.11.2 | 2.11.0.0 (2*83^3 + 11*83^2) | No |
These are the training products that have the "MAGLIERIA" tag (processing sequence 5035). 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 |
|---|---|---|---|---|---|---|---|
| 6800 | Berretto Unisex | 1219353 | UNICI | 6365436 | none | ||
| 6829 | Cardigan Longbourn | -5146083 | INVERNO | 0 | none |