Fold 0 - Understanding why coefficient -50403 was selected
Tag: JUNE BIRTHSTONE
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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 | 1.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| -12482 | 1.000000 | -0.0.2 | -2.0.0 (-(2*79^2)) | No |
These are the training products that have the "JUNE BIRTHSTONE" tag (processing sequence 1833). 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 |
|---|---|---|---|---|---|---|---|
| 9133 | Rainbow Moonstone Stud Earrings | -12482 | STUD EARRINGS, RAINBOW MOONSTONE, HUGGIE EARRINGS | 37921 | Apparel & Accessories > Jewelry > Earrings | RAW STONE ELEGANCE, RSE | |
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | -50403 | RAINBOW MOONSTONE, CHAIN MATERIAL ANTIQUE BRONZE | 0 | none |