Fold 4 - Understanding why coefficient 12063566 was selected
Tag: 9X12
Selected Coefficient: 12063566
Taxonomy Path: 14.11.8.21
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? |
|---|---|---|---|---|---|
| 12063566 | 0.000145 | 14.11.8.21 | 21.8.11.14 (21*83^3 + 8*83^2 + 11*83 + 14) | Yes | |
| 431197215 | 0.000145 | 14.11.10.7.9 | 9.7.10.11.14 (9*83^4 + 7*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "9X12" tag (processing sequence 4951). 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 |
|---|---|---|---|---|---|---|---|
| 19646 | CB-9X12-BLACK | 431197215 | none | 419133649 | none | ||
| 19695 | CB-9X12-GREY (PREMIUM) | 12063566 | none | 0 | none |