Fold 3 - Understanding why coefficient -407966 was selected
Tag: TURQUOISE
Selected Coefficient: -407966
Taxonomy Path: -0.66.9.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -407966 | 3.000000 | -0.66.9.1 | -1.9.66.0 (-(357911 + 9*71^2 + 66*71)) | Yes | |
| -30673 | 3.000000 | -1.6.6 | -6.6.1 (-(6*71^2 + 6*71 + 1)) | No | |
| 5836 | 3.000000 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| 15550 | 3.000000 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "TURQUOISE" tag (processing sequence 2516). 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 |
|---|---|---|---|---|---|---|---|
| 9565 | Raw Turquoise - Leather Bracelet | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | 5836 | Home & Garden > Kitchen & Dining > Barware | CHARM NECKLACE, CHAIN LENGTH 18" | 413802 | none | |
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | -30673 | DROP EARRINGS, GOLD EARRINGS | 377293 | none | ||
| 1032 | Odyssey Hook Bracelet | -407966 | EUROPEAN BRANDS | 0 | none |