Fold 4 - Understanding why coefficient -31680 was selected
Tag: HERKIMER DIAMOND
Selected Coefficient: -31680
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -31680 | 2.000000 | -1.6.5 | -5.6.1 (-(5*79^2 + 6*79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 43984 | 2.000000 | 60.3.7 | 7.3.60 (7*79^2 + 3*79 + 60) | No |
These are the training products that have the "HERKIMER DIAMOND" tag (processing sequence 3186). 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 |
|---|---|---|---|---|---|---|---|
| 9391 | Rock Crystal Drop Earrings - Sterling Silver Plated | 43984 | GOLD, CLEAR QUARTZ, WHITE CRYSTAL | 75664 | none | ||
| 9085 | Men's Herkimer Diamond Pendant - Antique Bronze | 0 | PENDANT, MENS JEWELRY, WHITE CRYSTAL | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | |
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | -31680 | PENDANT, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN, MENS JEWELRY, WHITE CRYSTAL | 0 | none |