Fold 0 - Understanding why coefficient 31680 was selected
Tag: 11TH ANNIVERSARY
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 31680 | 1.000320 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 19198 | 1.000481 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 37921 | 1.000481 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "11TH ANNIVERSARY" tag (processing sequence 243). 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 |
|---|---|---|---|---|---|---|---|
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 6241 | 14K GOLD-FILLED, 1ST ANNIVERSARY, 5TH ANNIVERSARY, GOLD EARRINGS, RAW STONE ELEGANCE, RSE, DROP EARRINGS | |
| 8875 | Black Fossil Pendant - Men's Necklace | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | 1ST ANNIVERSARY, 20TH ANNIVERSARY | |
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | 5TH ANNIVERSARY, GREEN CRYSTAL | |
| 9565 | Raw Turquoise - Leather Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -12482 | 5TH ANNIVERSARY, GREEN CRYSTAL | |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | 0 | CHARM NECKLACE | -31680 | 5TH ANNIVERSARY |