Fold 4 - Understanding why coefficient 50403 was selected
Tag: BLACK CRYSTAL
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 50403 | 3.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| -31205 | 3.000320 | -0.0.5 | -5.0.0 (-(5*79^2)) | No |
These are the training products that have the "BLACK CRYSTAL" tag (processing sequence 814). 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 |
|---|---|---|---|---|---|---|---|
| 8838 | AURA OBSIDIAN COLLECTION - Obsidian Green Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 8846 | AURA OBSIDIAN COLLECTION - Obsidian Red Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 8847 | AURA OBSIDIAN COLLECTION - Obsidian Violet Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 8892 | Black Tourmaline Mala Necklace | 0 | 8TH ANNIVERSARY | -50403 | none | ||
| 9560 | Sterling Silver Wire Wrapped Raw Tourmaline Necklace | 0 | 8TH ANNIVERSARY | -50403 | GOLD AND SILVER | ||
| 9000 | Blue Tiger’s Eye Healing Crystal - Mala Bracelet | -31205 | 8TH ANNIVERSARY | -81608 | none |