Fold 1 - Understanding why coefficient 41833 was selected
Tag: STACY WHITE
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 41833 | 0.001016 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| 55611 | 0.001161 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 21166 | 0.001306 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No |
These are the training products that have the "STACY WHITE" tag (processing sequence 5456). 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 |
|---|---|---|---|---|---|---|---|
| 12486 | Tide Pool Sunrise Necklace | 55611 | none | 13778 | none | ||
| 12314 | Mountain Prairie Small Necklace | 55611 | none | 13778 | none | ||
| 12301 | Hot Springs Necklace | 55611 | none | 13778 | none | ||
| 12485 | Mountain Reflection Necklace | 55611 | none | 13778 | none | ||
| 12484 | Mountain Reflection Earrings | 41833 | none | 0 | none | ||
| 12479 | Harbor Sunset Earrings | 41833 | none | 0 | none | ||
| 12327 | Tide Pool Sunrise Long Earrings | 41833 | none | 0 | none | ||
| 12328 | Tide Pool Sunrise Earrings | 41833 | none | 0 | none | ||
| 12295 | Hot Springs Post Earrings | 41833 | none | 0 | none | ||
| 12468 | Boardwalk Slide Bracelet | 21166 | none | -20667 | none | ||
| 12282 | Mountain Prairie Slide Bracelet | 21166 | none | -20667 | none | ||
| 12471 | Lone Tree Slide Bracelet | 21166 | none | -20667 | none |