Fold 1 - Understanding why coefficient -12482 was selected
Tag: THE ANDALUSIAN COLLECTION
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -12482 | 4.000801 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 6241 | 4.000801 | 0.0.1 | 1.0.0 (6241) | No | |
| 24964 | 4.000961 | 0.0.4 | 4.0.0 (4*79^2) | No | |
| -50403 | 8.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No |
These are the training products that have the "THE ANDALUSIAN COLLECTION" tag (processing sequence 2887). 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 |
|---|---|---|---|---|---|---|---|
| 13871 | Silver Filigree Ring in White Topaz & Blue Topaz | 24964 | BLUE TOPAZ | 37446 | WHITE TOPAZ | ||
| 13892 | Octagon Gold Ring in Peridot & Blue Topaz | 24964 | BLUE TOPAZ | 37446 | PERIDOT | ||
| 13890 | Octagon Gold Ring in Smoky Quartz & Citrine | 6241 | CITRINE | 18723 | none | ||
| 13891 | Octagon Gold Ring in Garnet & Citrine | 6241 | CITRINE | 18723 | none | ||
| 13881 | Gold Filigree Ring in Garnet & Citrine | 6241 | CITRINE | 18723 | none | ||
| 13889 | Octagon Gold Drop Earrings in Smoky Quartz & Citrine | -12482 | CITRINE | 0 | none | ||
| 13880 | Gold Filigree Earrings in Garnet & Citrine | -12482 | CITRINE | 0 | none | ||
| 13885 | Octagon Gold Drop Earrings in Garnet & Citrine | -12482 | CITRINE | 0 | none | ||
| 13878 | Silver Filigree Pendant in White Topaz & Blue Topaz | -50403 | BLUE TOPAZ, NECKLACE | -37921 | WHITE TOPAZ | ||
| 13883 | Octagon Gold Pendant in Smoky Quartz & Citrine | -50403 | NECKLACE, CITRINE | -37921 | none | ||
| 13884 | Octagon Gold Pendant in Peridot & Blue Topaz | -50403 | BLUE TOPAZ, NECKLACE | -37921 | PERIDOT | ||
| 13886 | Octagon White Gold Pendant in White Topaz & Blue Topaz | -50403 | BLUE TOPAZ, NECKLACE | -37921 | WHITE TOPAZ |