Fold 0 - Understanding why coefficient -284749926 was selected
Tag: LASTUPDATEDAT: 1686861770970
Selected Coefficient: -284749926
Taxonomy Path: -0.0.0.0.6
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -284749926 | 0.000145 | -0.0.0.0.6 | -6.0.0.0.0 (-(6*83^4)) | Yes | |
| 0 | 0.000145 | 0 | 0 (0) | No | |
| -371675328 | 0.000290 | -0.0.2.69.7 | -7.69.2.0.0 (-(7*83^4 + 69*83^3 + 2*83^2)) | No |
These are the training products that have the "LASTUPDATEDAT: 1686861770970" tag (processing sequence 6219). 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 | 0 | BLACK WALNUT | 284749926 | none | ||
| 19771 | CB-12X16-BLUE | -284749926 | BLACK WALNUT | 0 | none | ||
| 19803 | CB-12X16-BLUE | -371675328 | BLACK WALNUT | -86925402 | none |