Fold 0 - Understanding why coefficient 40755 was selected
Tag: 16TH ANNIVERSARY
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 40755 | 2.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| 5041 | 2.000198 | 0.0.1 | 1.0.0 (5041) | No |
These are the training products that have the "16TH ANNIVERSARY" tag (processing sequence 266). 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 |
|---|---|---|---|---|---|---|---|
| 9148 | Men's Raw Peridot Necklace in 14k Gold-Filled | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9390 | Raw Peridot Necklace - Sterling Silver | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANTS | |
| 9120 | Men's Raw Aquamarine Antique Bronze Necklace | 5041 | ANTIQUE BRONZE, PENDANT NECKLACE | -35714 | 19TH ANNIVERSARY | ||
| 9243 | Raw Aquamarine Earrings - Sterling Silver Wire Wrapped Earrings | 0 | STUD EARRINGS | -40755 | 19TH ANNIVERSARY |