Fold 0 - Understanding why coefficient -15550 was selected
Tag: VIEW ALL
Selected Coefficient: -15550
Taxonomy Path: -1.6.3
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| -15550 | 4.000000 | -1.6.3 | -3.6.1 (-(3*71^2 + 6*71 + 1)) | Yes | |
| 15123 | 7.000397 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| 0 | 7.000595 | 0 | 0 (0) | No | |
| 30246 | 7.000595 | 0.0.6 | 6.0.0 (6*71^2) | No |
These are the training products that have the "VIEW ALL" tag (processing sequence 2347). 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 |
|---|---|---|---|---|---|---|---|
| 9731 | Braided Ring | 30246 | 14K YELLOW GOLD FILLED | 45796 | Apparel & Accessories > Jewelry > Rings | RING | |
| 9265 | Dripping in Pearls Earrings | 15123 | 14K YELLOW GOLD FILLED | 30673 | Apparel & Accessories > Jewelry > Earrings | none | |
| 10276 | Classic Hoop Earrings - Cross | 15123 | 14K YELLOW GOLD FILLED | 30673 | Apparel & Accessories > Jewelry > Earrings | none | |
| 5829 | Paper Heart Necklace (Silver) | 0 | NECKLACE | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | |
| 7649 | Atlantis Necklace - Kyanite | -15550 | NECKLACE, 14K YELLOW GOLD FILLED | 0 | none | ||
| 9255 | Balance Necklace - Amethyst | -15550 | NECKLACE, 14K YELLOW GOLD FILLED | 0 | none | ||
| 6958 | Aphrodite Bracelet - Purple Garnet | -15550 | 14K YELLOW GOLD FILLED, BRACELET | 0 | none | ||
| 6627 | Aphrodite Bracelet - Lapis | -15550 | 14K YELLOW GOLD FILLED, BRACELET | 0 | none | ||
| 9782 | Chevron Necklace | -15550 | NECKLACE, 14K YELLOW GOLD FILLED | 0 | none | ||
| 10123 | Cinnamon Spice Bracelet - Garnet | -15550 | 14K YELLOW GOLD FILLED, BRACELET | 0 | none | ||
| 6266 | Pearly Heart Necklace | -15550 | NECKLACE, 14K YELLOW GOLD FILLED | 0 | none |