Fold 0 - Understanding why coefficient -43984 was selected
Tag: GEMSTONE
Selected Coefficient: -43984
Taxonomy Path: -60.3.7
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? |
|---|---|---|---|---|---|
| -43984 | 4.000000 | -60.3.7 | -7.3.60 (-(7*79^2 + 3*79 + 60)) | Yes | |
| -37921 | 4.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6419 | 4.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 905196 | 4.000000 | 14.3.66.1 | 1.66.3.14 (493039 + 66*79^2 + 3*79 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
These are the training products that have the "GEMSTONE" tag (processing sequence 1489). 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 |
|---|---|---|---|---|---|---|---|
| 5142 | Tiger Iron Polished Crystal Gemstone | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 949180 | none | |
| 12021 | Rutilated Quartz Mama Mala - Gemstone Version | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 50403 | Apparel & Accessories > Jewelry > Necklaces | none |
| 1458 | Polaris Ring in Moss Agate | 0 | ENGAGEMENT RINGS | 43984 | none | ||
| 9629 | Bijou Necklace - Green Zirconia | -37921 | NECKLACE, 14K YELLOW GOLD FILLED | 6063 | none | ||
| 12032 | Expecting Mama Mala - Gemstone Version | -43984 | RAINBOW MOONSTONE | 0 | none |