Fold 1 - Understanding why coefficient 31680 was selected
Tag: 50TH ANNIVERSARY
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 31680 | 1.000160 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 50403 | 1.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "50TH ANNIVERSARY" tag (processing sequence 2333). 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 |
|---|---|---|---|---|---|---|---|
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHAIN MATERIAL DARK BROWN LEATHER, CHAIN MATERIAL BLACK ROUND COTTON, CHAIN MATERIAL ANTIQUE BRONZE, MENS GIFT | 18723 | none | |
| 8875 | Black Fossil Pendant - Men's Necklace | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 0 | WOMEN'S NECKLACE | -31680 | none |