Fold 1 - Understanding why coefficient 12482 was selected
Tag: PERIDOT
Selected Coefficient: 12482
Taxonomy Path: 0.0.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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 | 3.000160 | 0.0.2 | 2.0.0 (2*79^2) | Yes | |
| 37446 | 3.000160 | 0.0.6 | 6.0.0 (6*79^2) | No | |
| -37921 | 4.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| -37916 | 4.000000 | -75.5.6 | -6.5.75 (-(6*79^2 + 5*79 + 75)) | No | |
| 107047 | 4.000000 | 2.12.17 | 17.12.2 (17*79^2 + 12*79 + 2) | No |
These are the training products that have the "PERIDOT" tag (processing sequence 3201). 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 |
|---|---|---|---|---|---|---|---|
| 9148 | Men's Raw Peridot Necklace in 14k Gold-Filled | 107047 | BACKING MATERIAL 14K GOLD, CHAIN MATERIAL ANTIQUE BRONZE | 94565 | none | ||
| 13892 | Octagon Gold Ring in Peridot & Blue Topaz | 37446 | BLUE TOPAZ, THE ANDALUSIAN COLLECTION | 24964 | none | ||
| 9390 | Raw Peridot Necklace - Sterling Silver | 12482 | GREEN CRYSTAL | 0 | none | ||
| 9028 | New Beginnings Crystals - Bundle Bags | -37916 | GREEN CRYSTAL | -50398 | none | ||
| 13884 | Octagon Gold Pendant in Peridot & Blue Topaz | -37921 | BLUE TOPAZ, NECKLACE, THE ANDALUSIAN COLLECTION | -50403 | none |