Fold 3 - Understanding why coefficient 18723 was selected
Tag: 1ST ANNIVERSARY
Selected Coefficient: 18723
Taxonomy Path: 0.0.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 18723 | 2.000160 | 0.0.3 | 3.0.0 (3*79^2) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| 50403 | 3.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "1ST ANNIVERSARY" tag (processing sequence 255). 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 | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | 30TH ANNIVERSARY, 3RD ANNIVERSARY, CHARM NECKLACES |
| 9456 | Sapphire & Pearl - Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | 30TH ANNIVERSARY, CHARM NECKLACES |
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 18723 | EMERALD | 0 | GREEN CRYSTAL | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | 18723 | 11TH ANNIVERSARY | 0 | GOLD EARRINGS, TURQUOISE, DROP EARRINGS | ||
| 9041 | Citrine & Pearl - Charm Necklace | 0 | CITRINE | -18723 | 30TH ANNIVERSARY, 3RD ANNIVERSARY, CHARM NECKLACES |