Fold 2 - Understanding why coefficient -50403 was selected
Tag: 4TH ANNIVERSARY
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 31680 | 4.000160 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 37921 | 4.000160 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "4TH ANNIVERSARY" tag (processing sequence 3999). 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 |
|---|---|---|---|---|---|---|---|
| 8862 | AURA STUD EARRINGS COLLECTION - Amethyst Crystal Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 88324 | none | |
| 9011 | Blue Topaz Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 82083 | none | |
| 9029 | Protection Crystals - Bundle Bags | 0 | BUNDLES | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | |
| 9037 | Stress Relief Crystals - Bundle Bags | 0 | BUNDLES | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | |
| 9013 | Raw Topaz - Sterling Silver Plated | -50403 | CHARM NECKLACE, WOMEN'S NECKLACE | 0 | none | ||
| 9485 | Amethyst Sterling Silver Plated Charm Necklace | -50403 | CHARM NECKLACE, WOMEN'S NECKLACE | 0 | none |