Fold 0 - Understanding why coefficient -34944 was selected
Tag: 16TH ANNIVERSARY
Selected Coefficient: -34944
Taxonomy Path: -1.6.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -34944 | 3.000145 | -1.6.5 | -5.6.1 (-(5*83^2 + 6*83 + 1)) | Yes | |
| 20667 | 3.000145 | 0.0.3 | 3.0.0 (3*83^2) | No | |
| -55611 | 3.000290 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No | |
| 0 | 3.000290 | 0 | 0 (0) | No |
These are the training products that have the "16TH ANNIVERSARY" tag (processing sequence 4538). 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 |
|---|---|---|---|---|---|---|---|
| 9028 | New Beginnings Crystals - Bundle Bags | 20667 | BUNDLES, YELLOW CRYSTAL, 19TH ANNIVERSARY | 55611 | none | ||
| 9243 | Raw Aquamarine Earrings - Sterling Silver Wire Wrapped Earrings | 20667 | HUGGIE EARRINGS, GOLD AND SILVER, 19TH ANNIVERSARY | 55611 | none | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | 19TH ANNIVERSARY | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | 11TH ANNIVERSARY | |
| 9120 | Men's Raw Aquamarine Antique Bronze Necklace | -34944 | ANTIQUE BRONZE, 19TH ANNIVERSARY | 0 | none | ||
| 9486 | Aquamarine Silver Wire Wrapped Necklace | -34944 | WOMEN'S NECKLACE, 19TH ANNIVERSARY | 0 | none | ||
| 9390 | Raw Peridot Necklace - Sterling Silver | -55611 | CRYSTAL NECKLACES, WOMEN'S NECKLACE | -20667 | PENDANTS |