Fold 0 - Understanding why coefficient 55777 was selected
Tag: AOP
Selected Coefficient: 55777
Taxonomy Path: 1.8.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 55777 | 2.000000 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | Yes | |
| 264 | 3.000145 | 15.3 | 3.15 (3*83 + 15) | No | |
| 20931 | 3.000145 | 15.3.3 | 3.3.15 (3*83^2 + 3*83 + 15) | No |
These are the training products that have the "AOP" tag (processing sequence 3873). 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 |
|---|---|---|---|---|---|---|---|
| 496 | Colored Witchy Women's Low Top Sneakers | 55777 | none | 0 | none | ||
| 33543 | Eat Sleep SKI - Men's High Top Sneakers | 55777 | none | 0 | none | ||
| 33595 | Eat Sleep SKI Red - Men's High Top Sneakers | 55777 | none | 0 | none | ||
| 249 | Accessory Pouch | 20931 | none | -34846 | POUCHES, ASSEMBLED IN THE USA, BAGS | ||
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 264 | none | -55513 | ASSEMBLED IN THE USA, BAGS |