Fold 2 - Understanding why coefficient -40665474 was selected
Tag: HORIZONTAL
Selected Coefficient: -40665474
Taxonomy Path: -11.67.43.42.1
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? |
|---|---|---|---|---|---|
| -40665474 | 0.000000 | -11.67.43.42.1 | -1.42.43.67.11 (-(25411681 + 42*71^3 + 43*71^2 + 67*71 + 11)) | Yes |
These are the training products that have the "HORIZONTAL" tag (processing sequence 1424). 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 |
|---|---|---|---|---|---|---|---|
| 7871 | Roebling Suspension Bridge, Early Morning | -40665474 | BLACK, BLUE, WHITE, PURPLE, OIL, YELLOW, ORANGE, CANVAS | 0 | none |