Fold 4 - Understanding why coefficient -50403 was selected
Tag: 23RD ANNIVERSARY
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| -18723 | 4.000160 | -0.0.3 | -3.0.0 (-(3*79^2)) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| -100806 | 5.000000 | -2.12.16 | -16.12.2 (-(16*79^2 + 12*79 + 2)) | No | |
| 31680 | 5.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "23RD ANNIVERSARY" tag (processing sequence 2319). 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 |
|---|---|---|---|---|---|---|---|
| 8875 | Black Fossil Pendant - Men's Necklace | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 82083 | none | |
| 9456 | Sapphire & Pearl - Charm Necklace | 0 | PEARL NECKLACE | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHARM NECKLACES | |
| 9458 | Raw Sapphire Sterling Silver Pendant | -18723 | WOMENS NECKLACE | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | |
| 9417 | Raw Sapphire Necklace - Sterling Silver | -50403 | RAW CRYSTAL, WOMENS NECKLACE | 0 | none | ||
| 9455 | Sapphire Necklace - Antique Sterling Silver | -50403 | CHAIN MATERIAL DARK BROWN LEATHER, WOMEN'S NECKLACE | 0 | none | ||
| 9416 | Raw Sapphire Necklace in White Gold Plated (Dark Silver) | -100806 | CRYSTAL NECKLACE, RAW CRYSTAL, CHAIN MATERIAL DARK BROWN LEATHER | -50403 | none |