Fold 3 - Understanding why coefficient -18723 was selected
Tag: 30TH ANNIVERSARY
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 0 | 5.000320 | 0 | 0 (0) | No | |
| -18723 | 5.000320 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 6241 | 5.000320 | 0.0.1 | 1.0.0 (6241) | No | |
| 31680 | 6.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| -50403 | 6.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -44162 | 6.000160 | -1.6.7 | -7.6.1 (-(7*79^2 + 6*79 + 1)) | No | |
| 5 | 7.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "30TH ANNIVERSARY" tag (processing sequence 285). 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 |
|---|---|---|---|---|---|---|---|
| 9180 | Peridot & Pearl - Charm Necklace | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | 1ST ANNIVERSARY | 50403 | Apparel & Accessories > Jewelry > Necklaces | 3RD ANNIVERSARY, CHARM NECKLACES |
| 9456 | Sapphire & Pearl - Charm Necklace | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | 1ST ANNIVERSARY | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHARM NECKLACES |
| 9617 | Women's Herkimer Diamond 14k Gold-Filled Adjustable Ring | 6241 | GOLD | 24964 | RINGS | ||
| 9028 | New Beginnings Crystals - Bundle Bags | 5 | Bundles | none | 18728 | BUNDLES, GREEN CRYSTAL | |
| 9086 | Men's Herkimer Diamond Pendant - Sterling Silver | 0 | PENDANT | 18723 | none | ||
| 9041 | Citrine & Pearl - Charm Necklace | -18723 | CITRINE, 1ST ANNIVERSARY | 0 | 3RD ANNIVERSARY, CHARM NECKLACES | ||
| 9391 | Rock Crystal Drop Earrings - Sterling Silver Plated | -44162 | GOLD, 15TH ANNIVERSARY | -25439 | 3RD ANNIVERSARY, DROP EARRINGS | ||
| 9353 | Raw Green BC Jade Necklace - Antique Bronze and Gold | -50403 | GOLD, 2021 JEWELRY SET | -31680 | 8TH ANNIVERSARY, CHAIN MATERIAL ROUND BLACK COTTON |