Fold 0 - Understanding why coefficient -18723 was selected
Tag: ADD A STERLING SILVER CHAIN? 16 INCH CHAIN
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -18723 | 2.000160 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 18723 | 2.000160 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| -100806 | 3.000000 | -2.12.16 | -16.12.2 (-(16*79^2 + 12*79 + 2)) | No | |
| 50403 | 3.000000 | 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 "ADD A STERLING SILVER CHAIN? 16 INCH CHAIN" tag (processing sequence 386). 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 |
|---|---|---|---|---|---|---|---|
| 9520 | Raw Ruby Necklace in Sterling Silver | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 69126 | Apparel & Accessories > Jewelry > Watches | PINK RUBY |
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | 18723 | PENDANT | 37446 | none | ||
| 9458 | Raw Sapphire Sterling Silver Pendant | -18723 | PENDANT NECKLACE | 0 | RAW STONE ELEGANCE, RSE | ||
| 9132 | Rainbow Moonstone Necklace - Sterling Silver Lotus Pendant | -100806 | CHARM NECKLACE, PENDANT NECKLACE, RAINBOW MOONSTONE | -82083 | CRYSTAL CHARM |