Fold 4 - Understanding why coefficient -143373868 was selected
Tag: HORIZONTAL
Selected Coefficient: -143373868
Taxonomy Path: -0.0.62.1.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -143373868 | 1.000000 | -0.0.62.1.3 | -3.1.62.0.0 (-(3*83^4 + 571787 + 62*83^2)) | Yes | |
| 7058 | 2.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "HORIZONTAL" tag (processing sequence 3580). 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 |
|---|---|---|---|---|---|---|---|
| 7881 | 513 Migos | 7058 | none | 143380926 | PAINTING, OIL | ||
| 7894 | Neutral Tray | -143373868 | FUSED GLASS | 0 | none | ||
| 7896 | Rainbow Tray | -143373868 | FUSED GLASS | 0 | none |