Fold 1 - Understanding why coefficient -18723 was selected
Tag: 11TH ANNIVERSARY
Selected Coefficient: -18723
Taxonomy Path: -0.0.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -18723 | 2.000160 | -0.0.3 | -3.0.0 (-(3*79^2)) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| -50403 | 3.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 19198 | 3.000000 | 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 3093). 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 | 37921 | Apparel & Accessories > Jewelry > Earrings | 5TH ANNIVERSARY |
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | 50TH ANNIVERSARY | 18723 | 20TH ANNIVERSARY | ||
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | -18723 | CRYSTAL NECKLACES | 0 | 5TH ANNIVERSARY | ||
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | -50403 | CHARM NECKLACE, CRYSTAL NECKLACES | -31680 | 5TH ANNIVERSARY |