Fold 4 - Understanding why coefficient 55611 was selected
Tag: AQUATICA
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 6
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 | 4.000581 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 21166 | 4.000726 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 41833 | 4.000871 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 62500 | 4.000871 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 83666 | 10.000000 | 2.12.12 | 12.12.2 (12*83^2 + 12*83 + 2) | No |
These are the training products that have the "AQUATICA" tag (processing sequence 5890). 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 |
|---|---|---|---|---|---|---|---|
| 19317 | Alma Earrings | 83666 | DANGLE | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 20655 | Lily Pad Ring | 62500 | none | 6889 | none | ||
| 20715 | Capri Necklace | 55611 | none | 0 | none | ||
| 20656 | Serene Necklace | 55611 | none | 0 | none | ||
| 20672 | Tranquility Necklace | 55611 | none | 0 | none | ||
| 20714 | Capri Earrings | 41833 | none | -13778 | none | ||
| 20684 | Wind Wave Bracelet | 21166 | none | -34445 | none | ||
| 20650 | Ocean Bracelet | 21166 | none | -34445 | none | ||
| 20635 | Ebony Jewelwing Necklace | 0 | NECKLACES | -55611 | none | ||
| 20683 | Sanctuary Earrings | 0 | DANGLES | -55611 | none | ||
| 20702 | True Earrings | 0 | DANGLES | -55611 | none |