Fold 0 - Understanding why coefficient -2928747 was selected
Tag: HORIZONTAL
Selected Coefficient: -2928747
Taxonomy Path: -68.69.12.8
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? |
|---|---|---|---|---|---|
| -2928747 | 1.000000 | -68.69.12.8 | -8.12.69.68 (-(8*71^3 + 12*71^2 + 69*71 + 68)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "HORIZONTAL" tag (processing sequence 1417). 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 | 0 | BLACK, WHITE, YELLOW | 2928747 | none | ||
| 7881 | 513 Migos | -2928747 | BLACK, WHITE, GREEN, YELLOW, BRIGHT COLORS | 0 | none |