Fold 1 - Understanding why coefficient 50403 was selected
Tag: 23RD ANNIVERSARY
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 50403 | 4.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| -18723 | 4.000481 | -0.0.3 | -3.0.0 (-(3*79^2)) | No |
These are the training products that have the "23RD ANNIVERSARY" tag (processing sequence 265). 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 |
|---|---|---|---|---|---|---|---|
| 9455 | Sapphire Necklace - Antique Sterling Silver | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CHAIN MATERIAL BLACK FLAT LEATHER | |
| 9456 | Sapphire & Pearl - Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9417 | Raw Sapphire Necklace - Sterling Silver | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9454 | Sapphire and Pearl - Sterling Silver Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9464 | Sapphire Stud Earrings: 14k Gold Filled | 0 | STUD EARRINGS | -50403 | BACKING MATERIAL 14K GOLD | ||
| 9367 | Iolite Sapphire Stud Earrings | 0 | STUD EARRINGS | -50403 | BACKING MATERIAL 14K GOLD | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | 11TH ANNIVERSARY | -50403 | 40TH ANNIVERSARY, 50TH ANNIVERSARY, 55TH ANNIVERSARY | ||
| 9458 | Raw Sapphire Sterling Silver Pendant | -18723 | PENDANT NECKLACE | -69126 | none |