Fold 2 - Understanding why coefficient -12482 was selected
Tag: 11TH ANNIVERSARY
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -12482 | 1.000160 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 19198 | 2.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "11TH ANNIVERSARY" tag (processing sequence 4051). 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 |
|---|---|---|---|---|---|---|---|
| 9565 | Raw Turquoise - Leather Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none |
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | 0 | CHARM NECKLACES, CHAIN LENGTH 18" | 12482 | none | ||
| 9564 | Turquoise Drop Earrings - 14k Gold Filled Metal | -12482 | DROP EARRINGS, GOLD EARRINGS, 1ST ANNIVERSARY | 0 | none |