Fold 3 - Understanding why coefficient 55611 was selected
Tag: CHARM NECKLACES
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
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? |
|---|---|---|---|---|---|
| 55611 | 2.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 34944 | 2.000290 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHARM NECKLACES" tag (processing sequence 2775). 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 |
|---|---|---|---|---|---|---|---|
| 1496 | Carrie Necklace | 55611 | none | 0 | none | ||
| 9041 | Citrine & Pearl - Charm Necklace | 55611 | PEARL NECKLACE, NOVEMBER BIRTHSTONE | 0 | none | ||
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -20667 | CHAIN LENGTH 18", 11TH ANNIVERSARY | |
| 9453 | Ruby & Pearl - Charm Necklaces | 0 | PEARL NECKLACE | -55611 | 40TH ANNIVERSARY, JULY BIRTHSTONE | ||
| 9456 | Sapphire & Pearl - Charm Necklace | 0 | PEARL NECKLACE | -55611 | none |