Fold 3 - Understanding why coefficient -5836 was selected
Tag: CHAIN LENGTH 18"
Selected Coefficient: -5836
Taxonomy Path: -14.11.1
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? |
|---|---|---|---|---|---|
| -5836 | 2.000000 | -14.11.1 | -1.11.14 (-(5041 + 11*71 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 40755 | 2.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "CHAIN LENGTH 18"" tag (processing sequence 847). 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 |
|---|---|---|---|---|---|---|---|
| 9012 | Blue Topaz - Rose Gold | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 46591 | LIGHT BLUE, WOMENS NECKLACE | |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | 0 | CHARM NECKLACE | 5836 | Home & Garden > Kitchen & Dining > Barware | TURQUOISE | |
| 9443 | Rose Quartz Charm Necklace - Sterling Silver Plated | -5836 | CHARM NECKLACE, 2021 JEWELRY SET, 2ND ANNIVERSARY, AFFORDABLE | 0 | none |