Fold 4 - Understanding why coefficient 55611 was selected
Tag: NOTSALE
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 55611 | 0.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes |
These are the training products that have the "NOTSALE" tag (processing sequence 862). 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 |
|---|---|---|---|---|---|---|---|
| 12730 | David Diamond Bar Necklace - 14k Yellow Gold Plated Chain | 55611 | none | 0 | none | ||
| 12750 | Connection Disc | 55611 | none | 0 | none | ||
| 12755 | Celestial Disc | 55611 | none | 0 | none | ||
| 12757 | Harmony Disc | 55611 | none | 0 | none | ||
| 12758 | Prosperity Disc | 55611 | none | 0 | none | ||
| 12759 | Emerge Disc | 55611 | none | 0 | none |