Fold 3 - Understanding why coefficient -2321578 was selected
Tag: RAW
Selected Coefficient: -2321578
Taxonomy Path: -68.82.4.4
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? |
|---|---|---|---|---|---|
| -2321578 | 1.000000 | -68.82.4.4 | -4.4.82.68 (-(4*83^3 + 4*83^2 + 82*83 + 68)) | Yes | |
| 1164416 | 1.000000 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "RAW" tag (processing sequence 5087). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 1164416 | APPETITE | 3485994 | OILS | ||
| 24524 | Star Wars Bounty Hunters 33 | -2321578 | MARVEL | 0 | none |