Fold 0 - Understanding why coefficient -5929118 was selected
Tag: SHELF
Selected Coefficient: -5929118
Taxonomy Path: -10.2.2.12
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -5929118 | 0.000000 | -10.2.2.12 | -12.2.2.10 (-(12*79^3 + 2*79^2 + 2*79 + 10)) | Yes |
These are the training products that have the "SHELF" tag (processing sequence 2588). 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 |
|---|---|---|---|---|---|---|---|
| 10955 | Staghorn Coral Oversized Feature Specimens | -5929118 | BEDROOM, EVENTS, HOUSEWARMING | 0 | none |