Fold 4 - Understanding why coefficient -3997962369 was selected
Tag: SR01
Selected Coefficient: -3997962369
Taxonomy Path: -26.1.4.20.1.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -3997962369 | 2.000000 | -26.1.4.20.1.1 | -1.1.20.4.1.26 (-(3939040643 + 47458321 + 20*83^3 + 4*83^2 + 83 + 26)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SR01" tag (processing sequence 1478). 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 |
|---|---|---|---|---|---|---|---|
| 11528 | SR01 Gloss Black | 0 | SR SERIES | 3997962369 | none | ||
| 11529 | SR01 Gunmetal | 0 | SR SERIES | 3997962369 | none | ||
| 11517 | SR01 Matte Bronze | -3997962369 | MATTE BRONZE, SR SERIES | 0 | none | ||
| 11530 | SR01 Hyper Silver | -3997962369 | HYPER SILVER, SR SERIES | 0 | none |