Fold 3 - Understanding why coefficient -1715361 was selected
Tag: EQUESTRIAN
Selected Coefficient: -1715361
Taxonomy Path: -0.0.0.3
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? |
|---|---|---|---|---|---|
| -1715361 | 0.000002 | -0.0.0.3 | -3.0.0.0 (-(3*83^3)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No |
These are the training products that have the "EQUESTRIAN" tag (processing sequence 5016). 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 |
|---|---|---|---|---|---|---|---|
| 29624 | Friesian Power Greetings Card | 0 | DRESSAGE | 1715361 | none | ||
| 29630 | Little Legs Greetings Card | -1715361 | DRESSAGE | 0 | none |