Fold 4 - Understanding why coefficient -206837 was selected
Tag: 18K
Selected Coefficient: -206837
Taxonomy Path: -1.2.30
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? |
|---|---|---|---|---|---|
| -206837 | 1.000000 | -1.2.30 | -30.2.1 (-(30*83^2 + 2*83 + 1)) | Yes | |
| 167 | 1.000000 | 1.2 | 2.1 (2*83 + 1) | No |
These are the training products that have the "18K" tag (processing sequence 4941). 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 |
|---|---|---|---|---|---|---|---|
| 24497 | BLOOMING DESIRE BRA | 167 | none | 207004 | none | ||
| 24506 | BLOSSOMING FEELINGS EARRINGS | -206837 | EARRINGS, PEARLS | 0 | none |