Fold 3 - Understanding why coefficient -30673 was selected
Tag: JULY BIRTHSTONE
Selected Coefficient: -30673
Taxonomy Path: -1.6.6
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? |
|---|---|---|---|---|---|
| -30673 | 1.000000 | -1.6.6 | -6.6.1 (-(6*71^2 + 6*71 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "JULY BIRTHSTONE" tag (processing sequence 1535). 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 | 0 | 2021 JEWELRY SET | 30673 | Apparel & Accessories > Jewelry > Earrings | RAW CRYSTAL | |
| 9181 | Pink Ruby Earrings - 14k Gold Filled Stud Earrings | -30673 | STUD EARRINGS, GOLD EARRINGS | 0 | none |