Fold 2 - Understanding why coefficient -5151146 was selected
Tag: COLOUR:BROWN
Selected Coefficient: -5151146
Taxonomy Path: -0.61.0.9
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? |
|---|---|---|---|---|---|
| -5151146 | 1.000000 | -0.61.0.9 | -9.0.61.0 (-(9*83^3 + 61*83)) | Yes | |
| 49752533 | 1.000000 | 9.2.1.4.1 | 1.4.1.2.9 (47458321 + 4*83^3 + 6889 + 2*83 + 9) | No |
These are the training products that have the "COLOUR:BROWN" tag (processing sequence 4941). 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 |
|---|---|---|---|---|---|---|---|
| 28780 | Chocolate Explosion Cake | 49752533 | none | 54903679 | none | ||
| 14594 | Vintage Console 1 Shelf - 120cm | -5151146 | COLOUR:BLACK | 0 | none |