Fold 4 - Understanding why coefficient 7058 was selected
Tag: HORSE
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 7058 | 1.000002 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 15804771525 | 1.000002 | 3.2.1.2.1.4 | 4.1.2.1.2.3 (4*83^5 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No | |
| 1143574 | 2.000000 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No |
These are the training products that have the "HORSE" tag (processing sequence 6247). 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 |
|---|---|---|---|---|---|---|---|
| 29613 | Fine Art Original - The Long Rein | 15804771525 | none | 15804764467 | none | ||
| 32757 | Chione | 1143574 | ORIGINALS | 1136516 | none | ||
| 27521 | LUCK Horse | 7058 | none | 0 | none |