Fold 2 - Understanding why coefficient 12063566 was selected
Tag: LASTUPDATEDAT: 1686861770970
Selected Coefficient: 12063566
Taxonomy Path: 14.11.8.21
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? |
|---|---|---|---|---|---|
| 12063566 | 0.000290 | 14.11.8.21 | 21.8.11.14 (21*83^3 + 8*83^2 + 11*83 + 14) | Yes | |
| 383738894 | 0.000290 | 14.11.10.7.8 | 8.7.10.11.14 (8*83^4 + 7*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "LASTUPDATEDAT: 1686861770970" tag (processing sequence 4776). 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 |
|---|---|---|---|---|---|---|---|
| 19804 | CB-12X16-BLUE | 383738894 | none | 371675328 | 16L | ||
| 19805 | CB-12X16-BLUE | 383738894 | none | 371675328 | 16L | ||
| 19802 | CB-12X16-BLUE | 12063566 | none | 0 | 16L | ||
| 19803 | CB-12X16-BLUE | 12063566 | none | 0 | 16L |