Fold 4 - Understanding why coefficient -4663933 was selected
Tag: COW
Selected Coefficient: -4663933
Taxonomy Path: -80.0.13.8
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? |
|---|---|---|---|---|---|
| -4663933 | 0.012048 | -80.0.13.8 | -8.13.0.80 (-(8*83^3 + 13*83^2 + 80)) | Yes | |
| 7058 | 0.012048 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "COW" tag (processing sequence 4995). 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 |
|---|---|---|---|---|---|---|---|
| 29637 | Hereford Bull | 7058 | none | 4670991 | none | ||
| 20889 | Not Your Mom, Not Your Milk Shirt (Infant) | -4663933 | VEGAN SHIRT | 0 | BABY, TOPS |