Fold 2 - Understanding why coefficient 15550 was selected
Tag: GREEN CRYSTAL
Selected Coefficient: 15550
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 15550 | 3.000595 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 25632 | 3.000793 | 1.6.5 | 5.6.1 (5*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 30673 | 3.000793 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 40755 | 3.000793 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 91602 | 7.000000 | 12.12.18 | 18.12.12 (18*71^2 + 12*71 + 12) | No | |
| 50852 | 7.000000 | 16.6.10 | 10.6.16 (10*71^2 + 6*71 + 16) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "GREEN CRYSTAL" tag (processing sequence 1361). 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 |
|---|---|---|---|---|---|---|---|
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 91602 | EMERALD, 20TH ANNIVERSARY, 35TH ANNIVERSARY, 55TH ANNIVERSARY | 76052 | none | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | 50852 | EMERALD, 20TH ANNIVERSARY, 35TH ANNIVERSARY, 55TH ANNIVERSARY | 35302 | none | ||
| 9390 | Raw Peridot Necklace - Sterling Silver | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 25205 | none | |
| 8978 | Blue Fluorite Stud Earrings | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 15123 | none | |
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | 25632 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 10082 | none | |
| 9565 | Raw Turquoise - Leather Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 8893 | Bloodstone and Pyrite Wrap Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 9028 | New Beginnings Crystals - Bundle Bags | 0 | 12TH ANNIVERSARY, 35TH ANNIVERSARY | -15550 | YELLOW CRYSTAL |