Fold 0 - Understanding why coefficient 383738894 was selected
Tag: BLACK WALNUT
Selected Coefficient: 383738894
Taxonomy Path: 14.11.10.7.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 383738894 | 1.000147 | 14.11.10.7.8 | 8.7.10.11.14 (8*83^4 + 7*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 98988968 | 1.000147 | 14.11.10.7.2 | 2.7.10.11.14 (2*83^4 + 7*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 4644113 | 1.000154 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 12063566 | 1.000871 | 14.11.8.21 | 21.8.11.14 (21*83^3 + 8*83^2 + 11*83 + 14) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLACK WALNUT" tag (processing sequence 5811). 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 |
|---|---|---|---|---|---|---|---|
| 19816 | CB-12X16-GREEN | 383738894 | none | 0 | none | ||
| 19804 | CB-12X16-BLUE | 383738894 | none | 0 | LASTUPDATEDAT: 1686861770970 | ||
| 19806 | CB-12X16-BLUE | 383738894 | none | 0 | none | ||
| 19669 | CB-12X16-GREEN | 98988968 | none | -284749926 | none | ||
| 19771 | CB-12X16-BLUE | 98988968 | none | -284749926 | LASTUPDATEDAT: 1686861770970 | ||
| 19803 | CB-12X16-BLUE | 12063566 | none | -371675328 | LASTUPDATEDAT: 1686861770970 | ||
| 19811 | CB-12X16-COPPE | 4644113 | none | -379094781 | none | ||
| 6206 | Walnut TV Stand / Bookcase | 0 | TV STAND | -383738894 | none |