Fold 2 - Understanding why coefficient 5041 was selected
Tag: ADD A STERLING SILVER CHAIN? 16 INCH CHAIN
Selected Coefficient: 5041
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 5041 | 2.000198 | 0.0.1 | 1.0.0 (5041) | Yes | |
| 15123 | 2.000198 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| -40755 | 3.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | No | |
| 25632 | 3.000000 | 1.6.5 | 5.6.1 (5*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "ADD A STERLING SILVER CHAIN? 16 INCH CHAIN" tag (processing sequence 369). 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 |
|---|---|---|---|---|---|---|---|
| 9458 | Raw Sapphire Sterling Silver Pendant | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | MEN'S NECKLACE |
| 9520 | Raw Ruby Necklace in Sterling Silver | 15123 | 40TH ANNIVERSARY | 10082 | BACKING MATERIAL 0925 STERLING SILVER, JULY BIRTHSTONE | ||
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | 5041 | PENDANT, CRYSTAL NECKLACE, HERKIMER DIAMOND | 0 | none | ||
| 9132 | Rainbow Moonstone Necklace - Sterling Silver Lotus Pendant | -40755 | CHARM NECKLACE, 13TH ANNIVERSARY | -45796 | CRYSTAL CHARM |