Fold 4 - Understanding why coefficient -62500 was selected
Tag: BIKERS
Selected Coefficient: -62500
Taxonomy Path: -1.6.9
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| -62500 | 2.000000 | -1.6.9 | -9.6.1 (-(9*83^2 + 6*83 + 1)) | Yes | |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| 55611 | 12.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "BIKERS" tag (processing sequence 2247). 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 |
|---|---|---|---|---|---|---|---|
| 29883 | Ghost Rider Skull Necklace | 55611 | none | 118111 | NECKLACE | ||
| 29864 | Hanny Mask Biker Ring | 0 | RINGS | 62500 | none | ||
| 29866 | Corinthian Calvary Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29868 | Bling Bling Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29869 | Vintage Retro Biker Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29870 | Ram Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29872 | Goldstar Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29874 | Serpent Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29875 | Gothic Punk Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29876 | Gothic Rose Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29878 | Baphomet Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29880 | Gothic Skull Ring | -62500 | SKULLS, RINGS | 0 | none | ||
| 29865 | Gothic Joker Ring | -62500 | SKULLS, RINGS | 0 | none |