Fold 1 - Understanding why coefficient 41833 was selected
Tag: POSTS
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 41833 | 2.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "POSTS" tag (processing sequence 1051). 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 |
|---|---|---|---|---|---|---|---|
| 19314 | Small Glimmer Earrings | 41833 | none | 0 | none | ||
| 20673 | Balance Earrings | 41833 | none | 0 | DANGLES, MALEFICENT | ||
| 20711 | Glimmer Earrings | 41833 | none | 0 | none | ||
| 19323 | Mini Earrings | 0 | HOOPS | -41833 | DANGLES | ||
| 20662 | Navette Earrings | 0 | HOOPS | -41833 | DANGLES, GARNETS, FEARLESS |