Fold 0 - Understanding why coefficient -18723 was selected
Tag: DROP EARRINGS
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -18723 | 5.000641 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 5.000801 | 0 | 0 (0) | No | |
| -12482 | 5.000961 | -0.0.2 | -2.0.0 (-(2*79^2)) | No | |
| 18723 | 5.000961 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| 37921 | 8.000160 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 19198 | 8.000481 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| -6716 | 11.000000 | -1.6.1 | -1.6.1 (-(6241 + 6*79 + 1)) | No |
These are the training products that have the "DROP EARRINGS" tag (processing sequence 3331). 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 |
|---|---|---|---|---|---|---|---|
| 11487 | Aesthetic Rose Red Cubic Zirconia Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 56644 | Apparel & Accessories > Jewelry > Rings | none |
| 11256 | Elegant Big Leaf Flower CZ Crystal Drop Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 56644 | Apparel & Accessories > Jewelry > Rings | none |
| 11440 | Exquisite Knot Pear Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 56644 | Apparel & Accessories > Jewelry > Rings | none |
| 13835 | Blue Topaz & Agate Earrings | 19198 | Apparel & Accessories > Jewelry > Bracelets | BLUE TOPAZ, THE ENGLISH GARDENS COLLECTION | 37921 | Apparel & Accessories > Jewelry > Earrings | none |
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | 18723 | 11TH ANNIVERSARY, 14K GOLD-FILLED, 1ST ANNIVERSARY, 5TH ANNIVERSARY, GOLD EARRINGS, RAW STONE ELEGANCE, RSE | 37446 | none | ||
| 13887 | Octagon Gold Drop Earrings in Peridot & Blue Topaz | 0 | BLUE TOPAZ, YELLOW GOLD, 9CT GOLD, THE ANDALUSIAN COLLECTION | 18723 | none | ||
| 11375 | Layered Circle Drop Earrings | 0 | HOOP EARRINGS | 18723 | none | ||
| 13888 | Octagon White Gold Drop Earrings in White Topaz & Blue Topaz | -6716 | BLUE TOPAZ, 9CT GOLD, THE ANDALUSIAN COLLECTION, WHITE TOPAZ | 12007 | none | ||
| 9391 | Rock Crystal Drop Earrings - Sterling Silver Plated | -12482 | GOLD | 6241 | none | ||
| 13885 | Octagon Gold Drop Earrings in Garnet & Citrine | -18723 | CITRINE, YELLOW GOLD, 9CT GOLD, THE ANDALUSIAN COLLECTION | 0 | none | ||
| 13880 | Gold Filigree Earrings in Garnet & Citrine | -18723 | CITRINE, YELLOW GOLD, 9CT GOLD, THE ANDALUSIAN COLLECTION | 0 | none | ||
| 13889 | Octagon Gold Drop Earrings in Smoky Quartz & Citrine | -18723 | CITRINE, YELLOW GOLD, 9CT GOLD, THE ANDALUSIAN COLLECTION | 0 | none |