Fold 0 - Understanding why coefficient -31680 was selected
Tag: 5TH ANNIVERSARY
Selected Coefficient: -31680
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -31680 | 2.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 37921 | 3.000000 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "5TH ANNIVERSARY" tag (processing sequence 4329). 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 |
|---|---|---|---|---|---|---|---|
| 9565 | Raw Turquoise - Leather Bracelet | 37921 | Apparel & Accessories > Jewelry > Earrings | 11TH ANNIVERSARY | 69601 | none | |
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | 0 | CRYSTAL NECKLACES, 11TH ANNIVERSARY | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | -31680 | CHARM NECKLACE, CRYSTAL NECKLACES, 11TH ANNIVERSARY | 0 | none | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | -31680 | DROP EARRINGS, 11TH ANNIVERSARY, 50TH ANNIVERSARY | 0 | none |