Fold 3 - Understanding why coefficient 25439 was selected
Tag: CHARM NECKLACES
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
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? |
|---|---|---|---|---|---|
| 25439 | 2.000160 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 50403 | 2.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 12482 | 3.000000 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| 75842 | 3.000000 | 2.12.12 | 12.12.2 (12*79^2 + 12*79 + 2) | No |
These are the training products that have the "CHARM NECKLACES" tag (processing sequence 965). 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 | 75842 | 1ST ANNIVERSARY, 30TH ANNIVERSARY, 3RD ANNIVERSARY | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | |
| 9456 | Sapphire & Pearl - Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | 1ST ANNIVERSARY, 30TH ANNIVERSARY | 24964 | none | |
| 9041 | Citrine & Pearl - Charm Necklace | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | CITRINE, 1ST ANNIVERSARY, 30TH ANNIVERSARY, 3RD ANNIVERSARY | 0 | none | |
| 9563 | Turquoise Charm Necklace - Antiqued Sterling Silver - Brown Leather | 12482 | 11TH ANNIVERSARY | -12957 | GREEN CRYSTAL, TURQUOISE |