Fold 4 - Understanding why coefficient 40755 was selected
Tag: BLACK CRYSTAL
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 5
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 | 1.000198 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 15550 | 1.000595 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLACK CRYSTAL" tag (processing sequence 742). 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 |
|---|---|---|---|---|---|---|---|
| 8846 | AURA OBSIDIAN COLLECTION - Obsidian Red Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 8847 | AURA OBSIDIAN COLLECTION - Obsidian Violet Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9560 | Sterling Silver Wire Wrapped Raw Tourmaline Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9000 | Blue Tiger’s Eye Healing Crystal - Mala Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | -25205 | none | |
| 8892 | Black Tourmaline Mala Necklace | 0 | CRYSTAL NECKLACE | -40755 | none |