Fold 0 - Understanding why coefficient -50403 was selected
Tag: NOVEMBER BIRTHSTONE
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -50403 | 2.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| -100806 | 4.000000 | -2.12.16 | -16.12.2 (-(16*79^2 + 12*79 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "NOVEMBER BIRTHSTONE" tag (processing sequence 2190). 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 |
|---|---|---|---|---|---|---|---|
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | 0 | CITRINE | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | |
| 4999 | Raw Citrine Pendant Necklace - Bright Silver Plated | -50403 | CITRINE, PENDANT NECKLACE | 0 | none | ||
| 9041 | Citrine & Pearl - Charm Necklace | -50403 | CITRINE, 1ST ANNIVERSARY | 0 | none | ||
| 9050 | Women's Citrine Pendant Necklace - Antique Bronze | -50403 | CITRINE, PENDANT NECKLACE | 0 | none | ||
| 5066 | Citrine Pendant Necklace - Antique Bronze | -100806 | CITRINE, PENDANT NECKLACE, CHAIN MATERIAL BLACK FLAT LEATHER | -50403 | none |