Fold 3 - Understanding why coefficient -25439 was selected
Tag: 3RD ANNIVERSARY
Selected Coefficient: -25439
Taxonomy Path: -1.6.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -25439 | 2.000000 | -1.6.4 | -4.6.1 (-(4*79^2 + 6*79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 50403 | 2.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "3RD ANNIVERSARY" tag (processing sequence 302). 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 |
|---|---|---|---|---|---|---|---|
| 9180 | Peridot & Pearl - Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | 1ST ANNIVERSARY, 30TH ANNIVERSARY | 75842 | CHARM NECKLACES | |
| 9041 | Citrine & Pearl - Charm Necklace | 0 | CITRINE, 1ST ANNIVERSARY, 30TH ANNIVERSARY | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | CHARM NECKLACES | |
| 9391 | Rock Crystal Drop Earrings - Sterling Silver Plated | -25439 | GOLD, 15TH ANNIVERSARY, 30TH ANNIVERSARY | 0 | DROP EARRINGS |